This document contains all code and output for our analysis examining age and sex differences in the associations of social and material deprivation on cognitive function, and whether these relationships are moderated by physical activity. All analyses were conducted by Ryan S. Falck and John R. Best.

All pre-processing can be found on GitHub (https://github.com/ryanfalck/CLSA-Social-Material-Deprivation-Analysis).

1) Initial set-up

options(warn = -1)

setwd("~/Desktop/UBC-Postdoctoral Fellowship/SFU CLSA Project")

if (!require("pacman")) install.packages("pacman")
## Loading required package: pacman
pacman::p_load(gtsummary, lavaan, ggthemes, patchwork, semPlot,semTools, pastecs, Hmisc, psych, readxl,tidyverse,tidySEM)

data <- read_excel("Combined_data_Processed_Jan31,2023.xlsx")

Baseline<- subset(data, Timepoint == "Baseline")
FU1<- subset(data, Timepoint == "FU1")

Baseline_v2<- Baseline %>% 
  mutate(Age = scale(AGE_NMBR,scale=FALSE)/10,
         Female = recode(SEX_ASK,
                         `F` = 0.5,
                         `M` = -0.5),
         White = recode(SDC_CULT_WH,
                        `0` = -0.5,
                        `1` = 0.5),
         BMI = HWT_DBMI,
         Multimorbidity = Chronic,
         Material_deprivation = (MSDYY_MFS),
         Social_deprivation = (MSDYY_SFS),
         Active_environment = (ALE16_06),
         Physical_activity = (PASE_total)/100,
         Social_isolation = (SII),
         #CENTER FOLLOWING AT MEDIAN
         Education = ED_UDR11 - median(ED_UDR11,na.rm=TRUE),
         Income = INC_TOT - median(INC_TOT,na.rm=TRUE),
         Language_BL = as.numeric(factor(startlanguage,
                                         levels = c("en","fr"),
                                         labels = c("English","French"))),
         Depression = DEP_CESD10 - median(DEP_CESD10,na.rm=TRUE),
         Smoking =  median(SMK_DSTY,na.rm=TRUE) - SMK_DSTY,
         Alcohol =  median(ALC_FREQ,na.rm=TRUE) - ALC_FREQ,
         Agebin = case_when(AGE_NMBR <= 64 ~ "45-64",
                            AGE_NMBR > 64 ~ "65+"),
         Verbal_Fluency_Liberal = COG_AFT_SCORE_2,
         Verbal_Fluency_Conservative = COG_AFT_SCORE_2,
         RVLT_Immediate = COG_REYI_SCORE,
         RVLT_Delayed = COG_REYII_SCORE,
         MAT_Score = COG_MAT_SCORE,
         Education_cat = case_when(ED_UDR11<=3 ~ "Less than High School Diploma",
                                   ED_UDR11==4 ~ "High School Diploma",
                                   ED_UDR11>4 & ED_UDR11<=8 ~ "Some College",
                                   ED_UDR11>8 ~ "University Degree or Higher"),
         Income_cat = case_when(INC_TOT==1 ~ "<$20k",
                                INC_TOT==2 ~ "$20k-$50k",
                                INC_TOT==3 ~ "$50k-$100k",
                                INC_TOT==4 ~ "$100k-$150k",
                                INC_TOT==5 ~ ">$150k"),
         Smoking_cat = case_when(SMK_DSTY == 1 ~ "Daily Smoker",
                                 SMK_DSTY == 2 | SMK_DSTY == 3 ~ "Occasional Smoker",
                                 SMK_DSTY == 4 | SMK_DSTY == 5 ~ "Former Smoker",
                                 SMK_DSTY == 6 ~ "Non-Smoker"),
         Alcohol_cat = case_when(ALC_FREQ == 1 ~ "Almost everyday",
                                 ALC_FREQ == 2 ~ "4-5x/week",
                                 ALC_FREQ == 3 ~ "2-3x/week",
                                 ALC_FREQ == 4 ~ "1x/week",
                                 ALC_FREQ == 5 ~ "2-3x/month",
                                 ALC_FREQ == 6 ~ "1x/month",
                                 ALC_FREQ == 7 ~ "<1x/month",
                                 ALC_FREQ == 96 ~ "Never")
  )


FU1_v2<- FU1 %>% 
  mutate(Age = scale(AGE_NMBR,scale=FALSE)/10,
         Female = recode(SEX_ASK,
                         `F` = 0.5,
                         `M` = -0.5),
         White = recode(SDC_CULT_WH,
                        `0` = -0.5,
                        `1` = 0.5),
         BMI = HWT_DBMI,
         Multimorbidity = Chronic,
         Material_deprivation = (MSDYY_MFS),
         Social_deprivation = (MSDYY_SFS),
         Active_environment = (ALE16_06),
         Physical_activity = (PASE_total)/100,
         Social_isolation = (SII),
         #CENTER FOLLOWING AT MEDIAN
         Education = ED_UDR11 - median(ED_UDR11,na.rm=TRUE),
         Income = INC_TOT - median(INC_TOT,na.rm=TRUE),
         Language_BL = as.numeric(factor(startlanguage,
                                         levels = c("en","fr"),
                                         labels = c("English","French"))),
         Depression = DEP_CESD10 - median(DEP_CESD10,na.rm=TRUE),
         Smoking =  median(SMK_DSTY,na.rm=TRUE) - SMK_DSTY,
         Alcohol =  median(ALC_FREQ,na.rm=TRUE) - ALC_FREQ,
         Agebin = case_when(AGE_NMBR <= 64 ~ "45-64",
                            AGE_NMBR > 64 ~ "65+"),
         Verbal_Fluency_Liberal = COG_AFT_SCORE_2,
         Verbal_Fluency_Conservative = COG_AFT_SCORE_2,
         RVLT_Immediate = COG_REYI_SCORE,
         RVLT_Delayed = COG_REYII_SCORE,
         MAT_Score = COG_MAT_SCORE,
         Education_cat = case_when(ED_UDR11<=3 ~ "Less than High School Diploma",
                                   ED_UDR11==4 ~ "High School Diploma",
                                   ED_UDR11>4 & ED_UDR11<=8 ~ "Some College",
                                   ED_UDR11>8 ~ "University Degree or Higher"),
         Income_cat = case_when(INC_TOT==1 ~ "<$20k",
                                INC_TOT==2 ~ "$20k-$50k",
                                INC_TOT==3 ~ "$50k-$100k",
                                INC_TOT==4 ~ "$100k-$150k",
                                INC_TOT==5 ~ ">$150k"),
         Smoking_cat = case_when(SMK_DSTY == 1 ~ "Daily Smoker",
                                 SMK_DSTY == 2 | SMK_DSTY == 3 ~ "Occasional Smoker",
                                 SMK_DSTY == 4 | SMK_DSTY == 5 ~ "Former Smoker",
                                 SMK_DSTY == 6 ~ "Non-Smoker"),
         Alcohol_cat = case_when(ALC_FREQ == 1 ~ "Almost everyday",
                                 ALC_FREQ == 2 ~ "4-5x/week",
                                 ALC_FREQ == 3 ~ "2-3x/week",
                                 ALC_FREQ == 4 ~ "1x/week",
                                 ALC_FREQ == 5 ~ "2-3x/month",
                                 ALC_FREQ == 6 ~ "1x/month",
                                 ALC_FREQ == 7 ~ "<1x/month",
                                 ALC_FREQ == 96 ~ "Never")
  )


colnames(Baseline_v2) <- paste(colnames(Baseline_v2),"BL",sep=".")
colnames(FU1_v2) <- paste(colnames(FU1_v2),"FU1",sep=".")

Baseline_v3<-rename(Baseline_v2, c("entity_id"="entity_id.BL"))
wide.data <- left_join(Baseline_v3,FU1_v2,by=c("entity_id"="entity_id.FU1"))

For this analysis, we excluded rural participants (N=8,112)

options(warn = -1)

wide.data2 <- wide.data %>%
  ungroup() %>%
  filter(SDC_URBAN_RURAL.BL!=0,
         !SDC_URBAN_RURAL.FU1%in%c(-88888,0))

We then excluded individuals who moved from baseline to follow-up (N= 1,627). Our final sample size was thus N= 41,599

#Identify movers from baseline to follow-up
Mover_IDS <- wide.data2$entity_id[(wide.data2$SDC_URBAN_RURAL.BL==wide.data2$SDC_URBAN_RURAL.FU1)==FALSE] 
Mover_IDS <- Mover_IDS[!is.na(Mover_IDS)]

#Exclude Movers sample (N= 41599)
wide.data3 <- wide.data2 %>%
  ungroup() %>%
  filter(!entity_id%in%Mover_IDS)

2) Baseline Descriptive Statistics

Baseline tables exclude participants from rural areas and individuals who moved from baseline to follow-up.

Baseline.table<-wide.data2

Baseline.table %>% 
  filter(!entity_id%in%Mover_IDS) %>% 
  mutate(AgeGrp = Agebin.BL,
         Sex = factor(SEX_ASK.BL,
                      levels = c("F","M")),
         Age_sex = paste(AgeGrp,Sex),
         BMI = HWT_DBMI.BL,
         Multimorbidity = Chronic.BL,
         Material_deprivation = (MSDYY_MFS.BL),
         Social_deprivation = (MSDYY_SFS.BL),
         Active_environment = (ALE16_06.BL),
         Physical_activity = (PASE_total.BL)/100,
         Social_isolation = (SII.BL),
         #CENTER FOLLOWING AT MEDIAN
         Education = ED_UDR11.BL - median(ED_UDR11.BL,na.rm=TRUE),
         Income = INC_TOT.BL - median(INC_TOT.BL,na.rm=TRUE),
         Language_BL = as.numeric(factor(startlanguage.BL,
                                         levels = c("en","fr"),
                                         labels = c("English","French"))),
         Depression = DEP_CESD10.BL - median(DEP_CESD10.BL,na.rm=TRUE),
         Smoking =  median(SMK_DSTY.BL,na.rm=TRUE) - SMK_DSTY.BL,
         Alcohol =  median(ALC_FREQ.BL,na.rm=TRUE) - ALC_FREQ.BL,
         Agebin = case_when(AGE_NMBR.BL <= 64 ~ "45-64",
                            AGE_NMBR.BL > 64 ~ "65+"),
         Verbal_Fluency_Liberal = COG_AFT_SCORE_2.BL,
         Verbal_Fluency_Conservative = COG_AFT_SCORE_2.BL,
         RVLT_Immediate = COG_REYI_SCORE.BL,
         RVLT_Delayed = COG_REYII_SCORE.BL,
         MAT_Score = COG_MAT_SCORE.BL,
         Education_cat = case_when(ED_UDR11.BL<=3 ~ "Less than High School Diploma",
                                   ED_UDR11.BL==4 ~ "High School Diploma",
                                   ED_UDR11.BL>4 & ED_UDR11.BL<=8 ~ "Some College",
                                   ED_UDR11.BL>8 ~ "University Degree or Higher"),
         Income_cat = case_when(INC_TOT.BL==1 ~ "<$20k",
                                INC_TOT.BL==2 ~ "$20k-$50k",
                                INC_TOT.BL==3 ~ "$50k-$100k",
                                INC_TOT.BL==4 ~ "$100k-$150k",
                                INC_TOT.BL==5 ~ ">$150k"),
         Smoking_cat = case_when(SMK_DSTY.BL == 1 ~ "Daily Smoker",
                                 SMK_DSTY.BL == 2 | SMK_DSTY.BL == 3 ~ "Occasional Smoker",
                                 SMK_DSTY.BL == 4 | SMK_DSTY.BL == 5 ~ "Former Smoker",
                                 SMK_DSTY.BL == 6 ~ "Non-Smoker"),
         Alcohol_cat = case_when(ALC_FREQ.BL == 1 ~ "Almost everyday",
                                 ALC_FREQ.BL == 2 ~ "4-5x/week",
                                 ALC_FREQ.BL == 3 ~ "2-3x/week",
                                 ALC_FREQ.BL == 4 ~ "1x/week",
                                 ALC_FREQ.BL == 5 ~ "2-3x/month",
                                 ALC_FREQ.BL == 6 ~ "1x/month",
                                 ALC_FREQ.BL == 7 ~ "<1x/month",
                                 ALC_FREQ.BL == 96 ~ "Never"),
         Air_pollution = Air_pollution.BL
  ) %>% 
  select(AGE_NMBR.BL,
         SEX_ASK.BL,
         SDC_CULT_WH.BL,
         Education_cat,
         Income_cat,
         Air_pollution,
         Material_deprivation,
         Social_deprivation,
         Alcohol_cat,
         Smoking_cat,
         PASE_total.BL,
         BMI,
         Multimorbidity,
         DEP_CESD10.BL,
         Social_isolation,
         Verbal_Fluency_Liberal,
         Verbal_Fluency_Conservative,
         RVLT_Immediate,
         RVLT_Delayed,
         MAT_Score,
         Age_sex
  ) %>% 
  tbl_summary(
    by = Age_sex
  ) %>% 
  as_flex_table()

3) Structural Equation Model: Initial Models

Empty Model

mdl0 <- '

#measurement model - loadings are fixed to be invariant over time
EF_BL =~ a*Verbal_Fluency_Conservative.BL + b*MAT_Score.BL
EF_FU1 =~ a*Verbal_Fluency_Conservative.FU1 + b*MAT_Score.FU1

MEM_BL =~ c*COG_REYII_SCORE.BL + d*COG_REYI_SCORE.BL
MEM_FU1 =~ c*COG_REYII_SCORE.FU1 + d*COG_REYI_SCORE.FU1

#specify mean of latent scores
EF_BL ~ 1
EF_FU1 ~ 0*1

MEM_BL ~ 1
MEM_FU1 ~ 0*1

#specify variance of latent scores
EF_BL ~~ g*EF_BL
EF_FU1 ~~ 0*EF_FU1

MEM_BL ~~ h*MEM_BL
MEM_FU1 ~~ 0*MEM_FU1

#specify intercept of observed scores
Verbal_Fluency_Conservative.BL ~ 0*1
Verbal_Fluency_Conservative.FU1 ~ 0*1
MAT_Score.BL ~ 0*1
MAT_Score.FU1 ~ 0*1
COG_REYII_SCORE.BL ~ 0*1
COG_REYII_SCORE.FU1 ~ 0*1
COG_REYI_SCORE.BL ~ 0*1
COG_REYI_SCORE.FU1 ~ 0*1

#allow residuals in indicators to correlate over time
Verbal_Fluency_Conservative.BL ~~ Verbal_Fluency_Conservative.FU1
MAT_Score.BL ~~ MAT_Score.FU1
COG_REYI_SCORE.BL ~~ 0*COG_REYI_SCORE.FU1
COG_REYII_SCORE.BL ~~ COG_REYII_SCORE.FU1

#specify variances of observed variables
Verbal_Fluency_Conservative.BL ~~ i*Verbal_Fluency_Conservative.BL
Verbal_Fluency_Conservative.FU1 ~~ i*Verbal_Fluency_Conservative.FU1
MAT_Score.BL ~~ j*MAT_Score.BL
MAT_Score.FU1 ~~ j*MAT_Score.FU1
COG_REYII_SCORE.BL ~~ k*COG_REYII_SCORE.BL
COG_REYII_SCORE.FU1 ~~ k*COG_REYII_SCORE.FU1
COG_REYI_SCORE.BL ~~ 0*COG_REYI_SCORE.BL
COG_REYI_SCORE.FU1 ~~ 0*COG_REYI_SCORE.FU1

#specify autoregressions of latent variables
EF_FU1 ~ 1*EF_BL
MEM_FU1 ~ 1*MEM_BL

#specify latent change score
EF_DELTA =~ 1*EF_FU1
MEM_DELTA =~ 1*MEM_FU1

#specify latent change score mean and variance
EF_DELTA ~ 1
EF_DELTA ~~ EF_DELTA

MEM_DELTA ~ 1
MEM_DELTA ~~ MEM_DELTA

#specify proportional change component
EF_DELTA ~~ EF_BL
MEM_DELTA ~~ MEM_BL

#cross-domain covariance
EF_DELTA ~~ MEM_BL
MEM_DELTA ~~ EF_BL
EF_BL ~~ MEM_BL
'

mdl0_fit <- wide.data2 %>% 
  filter(!entity_id%in%Mover_IDS) %>% 
  mutate(AgeGrp = Agebin.BL,
         Sex = factor(SEX_ASK.BL,
                      levels = c("F","M")),
         Age_sex = paste(AgeGrp,Sex)
         ) %>%
  group_by(Age_sex) %>%
  mutate(Age_BL = scale (AGE_NMBR.BL, scale=FALSE) / 10,
         Age_FU1 = scale (AGE_NMBR.FU1,scale=FALSE)/10,
         White = recode ( SDC_CULT_WH.BL,
                          '0' = -0.5,
                          '1' = 0.5),
         BMI = HWT_DBMI.BL,
         Multimorbidity = Chronic.BL,
         Physical_activity = (PASE_total.BL - median (PASE_total.BL, na.rm=TRUE)) /100,
         Material_deprivation = (MSDYY_MFS.BL - median (MSDYY_MFS.BL, na.rm=TRUE)) ,
         Social_deprivation = (MSDYY_SFS.BL - median (MSDYY_SFS.BL, na.rm=TRUE) ),
         #CENTER FOLLOWING AT MEDIAN
         Education = ED_UDR11.BL - median (ED_UDR11.BL, na.rm=TRUE),
         Income = INC_TOT.BL - median (INC_TOT.BL, na.rm=TRUE) ,
         Language_BL = as.numeric(factor(startlanguage.BL,
                                         levels = c("en","fr"),
                                         labels = c("'English", "French"))),
         Language_FU1 = as.numeric(factor (startlanguage.FU1,
         levels = c("en", "fr"),
         labels = c("English", "French"))),
         Depression = DEP_CESD10.BL - median (DEP_CESD10.BL, na.rm=TRUE),
         Smoking = median (SMK_DSTY.BL, na.rm=TRUE) - SMK_DSTY.BL,
         Alcohol = median (ALC_FREQ.BL, na.rm=TRUE) - ALC_FREQ.BL,
         Air_pollution = Air_pollution.BL,
         MatINT = Material_deprivation*Physical_activity,
         SocINT = Social_deprivation*Physical_activity
  ) %>%
  ungroup() %>%
  cfa(mdl0,
      data = .,
      missing = "ML",
      fixed.x = FALSE)
fitMeasures(mdl0_fit, c("cfi","tli","rmsea","srmr"))
##   cfi   tli rmsea  srmr 
## 0.954 0.941 0.082 0.080
parameterEstimates(mdl0_fit,standardized=TRUE,output="text",fmi=TRUE,remove.nonfree=TRUE)
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_BL =~                                                              
##     MAT_Scr.BL (b)    1.235    0.002  655.387    0.000    1.231    1.239
##   EF_FU1 =~                                                             
##     MAT_Sc.FU1 (b)    1.235    0.002  655.387    0.000    1.231    1.239
##   MEM_BL =~                                                             
##     COG_REYI_S (d)    1.379    0.002  725.371    0.000    1.375    1.383
##   MEM_FU1 =~                                                            
##     COG_REYI_S (d)    1.379    0.002  725.371    0.000    1.375    1.383
##    Std.lv  Std.all      FMI
##                            
##     5.487    0.627    0.078
##                            
##     4.976    0.589    0.078
##                            
##     2.085    1.000    0.108
##                            
##     2.299    1.000    0.108
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##   Verbal_Fluency_Conservative.BL ~~                                    
##     Vrbl_Fln_C.FU1                    10.282    0.213   48.328    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     23.908    0.387   61.850    0.000
##   COG_REYII_SCORE.BL ~~                                                
##     COG_REYII_SCOR                     0.708    0.014   48.859    0.000
##   EF_BL ~~                                                             
##     EF_DELTA                          -2.646    0.149  -17.756    0.000
##   MEM_BL ~~                                                            
##     MEM_DELTA                         -0.938    0.014  -66.363    0.000
##     EF_DELTA                          -0.219    0.034   -6.440    0.000
##   EF_BL ~~                                                             
##     MEM_DELTA                          0.340    0.050    6.824    0.000
##     MEM_BL                             3.055    0.046   65.846    0.000
##   EF_DELTA ~~                                                          
##     MEM_DELTA                          0.365    0.035   10.409    0.000
##  ci.lower ci.upper   Std.lv  Std.all      FMI
##                                              
##     9.865   10.699   10.282    0.450    0.153
##                                              
##    23.150   24.665   23.908    0.514    0.172
##                                              
##     0.679    0.736    0.708    0.288    0.249
##                                              
##    -2.938   -2.354   -0.446   -0.446    0.248
##                                              
##    -0.966   -0.911   -0.403   -0.403    0.208
##    -0.285   -0.152   -0.108   -0.108    0.261
##                                              
##     0.243    0.438    0.050    0.050    0.243
##     2.964    3.146    0.455    0.455    0.040
##                                              
##     0.296    0.433    0.177    0.177    0.279
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##     EF_BL            21.244    0.031  676.631    0.000   21.183   21.306
##     MEM_BL            4.253    0.010  445.949    0.000    4.234    4.272
##     EF_DELTA         -0.423    0.022  -19.248    0.000   -0.466   -0.380
##     MEM_DELTA         0.328    0.009   38.561    0.000    0.311    0.345
##    Std.lv  Std.all      FMI
##     4.782    4.782    0.024
##     2.814    2.814    0.054
##    -0.316   -0.316    0.226
##     0.213    0.213    0.203
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##     EF_BL      (g)   19.739    0.248   79.718    0.000   19.254   20.224
##     MEM_BL     (h)    2.285    0.017  131.175    0.000    2.251    2.319
##     Vrb_F_C.BL (i)   22.860    0.208  109.970    0.000   22.452   23.267
##     Vr_F_C.FU1 (i)   22.860    0.208  109.970    0.000   22.452   23.267
##    .MAT_Scr.BL (j)   46.537    0.371  125.356    0.000   45.809   47.265
##    .MAT_Sc.FU1 (j)   46.537    0.371  125.356    0.000   45.809   47.265
##     COG_REYII_ (k)    2.456    0.014  181.786    0.000    2.429    2.482
##     COG_REYII_ (k)    2.456    0.014  181.786    0.000    2.429    2.482
##     EF_DELTA          1.785    0.171   10.462    0.000    1.451    2.120
##     MEM_DELTA         2.371    0.020  118.229    0.000    2.332    2.411
##    Std.lv  Std.all      FMI
##     1.000    1.000    0.046
##     1.000    1.000    0.047
##    22.860    0.537    0.102
##    22.860    0.585    0.102
##    46.537    0.607    0.094
##    46.537    0.653    0.094
##     2.456    0.518    0.137
##     2.456    0.469    0.137
##     1.000    1.000    0.290
##     1.000    1.000    0.231

Empty Model with separate age groups (45-64 years; 65+ years)

mdl0_multi <- '
#measurement model - loadings are fixed to be invariant over time
EF_BL =~ c(a1,a2)*Verbal_Fluency_Conservative.BL + c(b1,b2)*MAT_Score.BL
EF_FU1 =~ c(a1,a2)*Verbal_Fluency_Conservative.FU1 + c(b1,b2)*MAT_Score.FU1

MEM_BL =~ c(c1,c2)*COG_REYII_SCORE.BL + c(d1,d2)*COG_REYI_SCORE.BL
MEM_FU1 =~ c(c1,c2)*COG_REYII_SCORE.FU1 + c(d1,d2)*COG_REYI_SCORE.FU1

#specify mean of latent scores
EF_BL ~ c(e1,e2)*1
EF_FU1 ~ 0*1

MEM_BL ~ c(f1,f2)*1
MEM_FU1 ~ 0*1

#specify variance of latent scores
EF_BL ~~ c(g1,g2)*EF_BL
EF_FU1 ~~ 0*EF_FU1

MEM_BL ~~ c(h1,h2)*MEM_BL
MEM_FU1 ~~ 0*MEM_FU1

#specify intercept of observed scores
Verbal_Fluency_Conservative.BL ~ 0*1
Verbal_Fluency_Conservative.FU1 ~ 0*1
MAT_Score.BL ~ 0*1
MAT_Score.FU1 ~ 0*1
COG_REYII_SCORE.BL ~ 0*1
COG_REYII_SCORE.FU1 ~ 0*1
COG_REYI_SCORE.BL ~ 0*1
COG_REYI_SCORE.FU1 ~ 0*1

#allow residuals in indicators to correlate over time
Verbal_Fluency_Conservative.BL ~~ Verbal_Fluency_Conservative.FU1
MAT_Score.BL ~~ MAT_Score.FU1
COG_REYI_SCORE.BL ~~ 0*COG_REYI_SCORE.FU1
COG_REYII_SCORE.BL ~~ COG_REYII_SCORE.FU1

#specify variances of observed variables
Verbal_Fluency_Conservative.BL ~~ c(q1,q2)*Verbal_Fluency_Conservative.BL
Verbal_Fluency_Conservative.FU1 ~~ c(q1,q2)*Verbal_Fluency_Conservative.FU1
MAT_Score.BL ~~ c(i1,i2)*MAT_Score.BL
MAT_Score.FU1 ~~ c(i1,i2)*MAT_Score.FU1
COG_REYII_SCORE.BL ~~ c(k1,k2)*COG_REYII_SCORE.BL
COG_REYII_SCORE.FU1 ~~ c(k1,k2)*COG_REYII_SCORE.FU1
COG_REYI_SCORE.BL ~~ 0*COG_REYI_SCORE.BL
COG_REYI_SCORE.FU1 ~~ 0*COG_REYI_SCORE.FU1

#specify autoregressions of latent variables
EF_FU1 ~ 1*EF_BL
MEM_FU1 ~ 1*MEM_BL

#specify latent change score
EF_DELTA =~ 1*EF_FU1
MEM_DELTA =~ 1*MEM_FU1

#specify latent change score mean and variance
EF_DELTA ~ c(m1,m2)*1
EF_DELTA ~~ c(n1,n2)*EF_DELTA

MEM_DELTA ~ c(o1,o2)*1
MEM_DELTA ~~ c(p1,p2)*MEM_DELTA

#specify proportional change component
EF_DELTA ~ EF_BL
MEM_DELTA ~ MEM_BL

#cross-domain covariance
EF_DELTA ~~ MEM_BL
MEM_DELTA ~~ EF_BL
EF_BL ~~ MEM_BL
'

mdl0_multi_fit <- wide.data2 %>% 
  filter(!entity_id%in%Mover_IDS) %>% 
  mutate(AgeGrp = Agebin.BL,
         Sex = factor(SEX_ASK.BL,
                      levels = c("F","M")),
         Age_sex = paste(AgeGrp,Sex)
         ) %>%
  group_by(Age_sex) %>%
  mutate(Age_BL = scale (AGE_NMBR.BL, scale=FALSE) / 10,
         Age_FU1 = scale (AGE_NMBR.FU1,scale=FALSE)/10,
         White = recode ( SDC_CULT_WH.BL,
                          '0' = -0.5,
                          '1' = 0.5),
         BMI = HWT_DBMI.BL,
         Multimorbidity = Chronic.BL,
         Physical_activity = (PASE_total.BL - median (PASE_total.BL, na.rm=TRUE)) /100,
         Material_deprivation = (MSDYY_MFS.BL - median (MSDYY_MFS.BL, na.rm=TRUE)) ,
         Social_deprivation = (MSDYY_SFS.BL - median (MSDYY_SFS.BL, na.rm=TRUE) ),
         #CENTER FOLLOWING AT MEDIAN
         Education = ED_UDR11.BL - median (ED_UDR11.BL, na.rm=TRUE),
         Income = INC_TOT.BL - median (INC_TOT.BL, na.rm=TRUE) ,
         Language_BL = as.numeric(factor(startlanguage.BL,
                                         levels = c("en","fr"),
                                         labels = c("'English", "French"))),
         Language_FU1 = as.numeric(factor (startlanguage.FU1,
         levels = c("en", "fr"),
         labels = c("English", "French"))),
         Depression = DEP_CESD10.BL - median (DEP_CESD10.BL, na.rm=TRUE),
         Smoking = median (SMK_DSTY.BL, na.rm=TRUE) - SMK_DSTY.BL,
         Alcohol = median (ALC_FREQ.BL, na.rm=TRUE) - ALC_FREQ.BL,
         Air_pollution = Air_pollution.BL,
         MatINT = Material_deprivation*Physical_activity,
         SocINT = Social_deprivation*Physical_activity
  ) %>%
  ungroup() %>%
  cfa(mdl0,
      data = .,
      missing = "ML",
      fixed.x = FALSE,
      group = "AgeGrp")

fitMeasures(mdl0_multi_fit, c("cfi","tli","rmsea","srmr"))
##   cfi   tli rmsea  srmr 
## 0.942 0.937 0.079 0.075
parameterEstimates(mdl0_multi_fit,standardized=TRUE,output="data.frame",fmi=TRUE,remove.nonfree=TRUE)
##                                 lhs op                             rhs block
## 2                             EF_BL =~                    MAT_Score.BL     1
## 4                            EF_FU1 =~                   MAT_Score.FU1     1
## 6                            MEM_BL =~               COG_REYI_SCORE.BL     1
## 8                           MEM_FU1 =~              COG_REYI_SCORE.FU1     1
## 9                             EF_BL ~1                                     1
## 11                           MEM_BL ~1                                     1
## 13                            EF_BL ~~                           EF_BL     1
## 15                           MEM_BL ~~                          MEM_BL     1
## 25   Verbal_Fluency_Conservative.BL ~~ Verbal_Fluency_Conservative.FU1     1
## 26                     MAT_Score.BL ~~                   MAT_Score.FU1     1
## 28               COG_REYII_SCORE.BL ~~             COG_REYII_SCORE.FU1     1
## 29   Verbal_Fluency_Conservative.BL ~~  Verbal_Fluency_Conservative.BL     1
## 30  Verbal_Fluency_Conservative.FU1 ~~ Verbal_Fluency_Conservative.FU1     1
## 31                     MAT_Score.BL ~~                    MAT_Score.BL     1
## 32                    MAT_Score.FU1 ~~                   MAT_Score.FU1     1
## 33               COG_REYII_SCORE.BL ~~              COG_REYII_SCORE.BL     1
## 34              COG_REYII_SCORE.FU1 ~~             COG_REYII_SCORE.FU1     1
## 41                         EF_DELTA ~1                                     1
## 42                         EF_DELTA ~~                        EF_DELTA     1
## 43                        MEM_DELTA ~1                                     1
## 44                        MEM_DELTA ~~                       MEM_DELTA     1
## 45                            EF_BL ~~                        EF_DELTA     1
## 46                           MEM_BL ~~                       MEM_DELTA     1
## 47                           MEM_BL ~~                        EF_DELTA     1
## 48                            EF_BL ~~                       MEM_DELTA     1
## 49                            EF_BL ~~                          MEM_BL     1
## 50                         EF_DELTA ~~                       MEM_DELTA     1
## 52                            EF_BL =~                    MAT_Score.BL     2
## 54                           EF_FU1 =~                   MAT_Score.FU1     2
## 56                           MEM_BL =~               COG_REYI_SCORE.BL     2
## 58                          MEM_FU1 =~              COG_REYI_SCORE.FU1     2
## 59                            EF_BL ~1                                     2
## 61                           MEM_BL ~1                                     2
## 63                            EF_BL ~~                           EF_BL     2
## 65                           MEM_BL ~~                          MEM_BL     2
## 75   Verbal_Fluency_Conservative.BL ~~ Verbal_Fluency_Conservative.FU1     2
## 76                     MAT_Score.BL ~~                   MAT_Score.FU1     2
## 78               COG_REYII_SCORE.BL ~~             COG_REYII_SCORE.FU1     2
## 79   Verbal_Fluency_Conservative.BL ~~  Verbal_Fluency_Conservative.BL     2
## 80  Verbal_Fluency_Conservative.FU1 ~~ Verbal_Fluency_Conservative.FU1     2
## 81                     MAT_Score.BL ~~                    MAT_Score.BL     2
## 82                    MAT_Score.FU1 ~~                   MAT_Score.FU1     2
## 83               COG_REYII_SCORE.BL ~~              COG_REYII_SCORE.BL     2
## 84              COG_REYII_SCORE.FU1 ~~             COG_REYII_SCORE.FU1     2
## 91                         EF_DELTA ~1                                     2
## 92                         EF_DELTA ~~                        EF_DELTA     2
## 93                        MEM_DELTA ~1                                     2
## 94                        MEM_DELTA ~~                       MEM_DELTA     2
## 95                            EF_BL ~~                        EF_DELTA     2
## 96                           MEM_BL ~~                       MEM_DELTA     2
## 97                           MEM_BL ~~                        EF_DELTA     2
## 98                            EF_BL ~~                       MEM_DELTA     2
## 99                            EF_BL ~~                          MEM_BL     2
## 100                        EF_DELTA ~~                       MEM_DELTA     2
##     group label    est    se       z pvalue ci.lower ci.upper std.lv std.all
## 2       1     b  1.234 0.002 656.557  0.000    1.231    1.238  4.982   0.588
## 4       1     b  1.234 0.002 656.557  0.000    1.231    1.238  4.229   0.525
## 6       1     d  1.379 0.002 721.553  0.000    1.375    1.383  2.017   1.000
## 8       1     d  1.379 0.002 721.553  0.000    1.375    1.383  2.170   1.000
## 9       1       22.867 0.038 597.638  0.000   22.792   22.942  5.665   5.665
## 11      1        4.584 0.012 397.580  0.000    4.561    4.607  3.135   3.135
## 13      1     g 16.291 0.224  72.755  0.000   15.852   16.730  1.000   1.000
## 15      1     h  2.138 0.016 130.985  0.000    2.106    2.170  1.000   1.000
## 25      1        9.722 0.228  42.685  0.000    9.275   10.168  9.722   0.430
## 26      1       24.990 0.422  59.155  0.000   24.162   25.818 24.990   0.532
## 28      1        0.707 0.018  38.736  0.000    0.671    0.743  0.707   0.288
## 29      1     i 22.609 0.203 111.551  0.000   22.212   23.006 22.609   0.581
## 30      1     i 22.609 0.203 111.551  0.000   22.212   23.006 22.609   0.658
## 31      1     j 46.936 0.368 127.626  0.000   46.216   47.657 46.936   0.654
## 32      1     j 46.936 0.368 127.626  0.000   46.216   47.657 46.936   0.724
## 33      1     k  2.456 0.014 181.773  0.000    2.429    2.482  2.456   0.535
## 34      1     k  2.456 0.014 181.773  0.000    2.429    2.482  2.456   0.498
## 41      1       -0.302 0.029 -10.579  0.000   -0.358   -0.246 -0.210  -0.210
## 42      1        2.074 0.217   9.549  0.000    1.648    2.500  1.000   1.000
## 43      1        0.456 0.011  41.588  0.000    0.435    0.478  0.297   0.297
## 44      1        2.355 0.025  93.527  0.000    2.306    2.404  1.000   1.000
## 45      1       -3.313 0.174 -19.038  0.000   -3.655   -2.972 -0.570  -0.570
## 46      1       -1.009 0.017 -60.054  0.000   -1.042   -0.976 -0.449  -0.449
## 47      1       -0.292 0.043  -6.823  0.000   -0.375   -0.208 -0.138  -0.138
## 48      1        0.105 0.060   1.754  0.079   -0.012    0.222  0.017   0.017
## 49      1        2.192 0.052  42.330  0.000    2.090    2.293  0.371   0.371
## 50      1        0.242 0.045   5.328  0.000    0.153    0.331  0.110   0.110
## 52      2     b  1.234 0.002 656.557  0.000    1.231    1.238  4.982   0.588
## 54      2     b  1.234 0.002 656.557  0.000    1.231    1.238  4.474   0.547
## 56      2     d  1.379 0.002 721.553  0.000    1.375    1.383  2.017   1.000
## 58      2     d  1.379 0.002 721.553  0.000    1.375    1.383  2.191   1.000
## 59      2       19.081 0.043 445.108  0.000   18.997   19.165  4.727   4.727
## 61      2        3.808 0.012 307.988  0.000    3.784    3.832  2.604   2.604
## 63      2     g 16.291 0.224  72.755  0.000   15.852   16.730  1.000   1.000
## 65      2     h  2.138 0.016 130.985  0.000    2.106    2.170  1.000   1.000
## 75      2       10.565 0.262  40.336  0.000   10.051   11.078 10.565   0.467
## 76      2       23.280 0.474  49.142  0.000   22.351   24.208 23.280   0.496
## 78      2        0.708 0.020  34.736  0.000    0.668    0.748  0.708   0.288
## 79      2     i 22.609 0.203 111.551  0.000   22.212   23.006 22.609   0.581
## 80      2     i 22.609 0.203 111.551  0.000   22.212   23.006 22.609   0.632
## 81      2     j 46.936 0.368 127.626  0.000   46.216   47.657 46.936   0.654
## 82      2     j 46.936 0.368 127.626  0.000   46.216   47.657 46.936   0.701
## 83      2     k  2.456 0.014 181.773  0.000    2.429    2.482  2.456   0.535
## 84      2     k  2.456 0.014 181.773  0.000    2.429    2.482  2.456   0.493
## 91      2       -0.612 0.034 -18.068  0.000   -0.679   -0.546 -0.539  -0.539
## 92      2        1.290 0.264   4.888  0.000    0.773    1.808  1.000   1.000
## 93      2        0.145 0.013  11.002  0.000    0.119    0.171  0.095   0.095
## 94      2        2.335 0.030  78.593  0.000    2.277    2.393  1.000   1.000
## 95      2       -2.219 0.207 -10.706  0.000   -2.626   -1.813 -0.484  -0.484
## 96      2       -0.975 0.019 -50.464  0.000   -1.013   -0.937 -0.436  -0.436
## 97      2       -0.223 0.050  -4.495  0.000   -0.320   -0.126 -0.134  -0.134
## 98      2        0.012 0.073   0.162  0.871   -0.132    0.156  0.002   0.002
## 99      2        2.537 0.058  43.971  0.000    2.424    2.650  0.430   0.430
## 100     2        0.480 0.054   8.891  0.000    0.374    0.586  0.276   0.276
##     std.nox   fmi
## 2     0.588 0.076
## 4     0.525 0.076
## 6     1.000 0.106
## 8     1.000 0.106
## 9     5.665 0.025
## 11    3.135 0.049
## 13    1.000 0.050
## 15    1.000 0.049
## 25    0.430 0.164
## 26    0.532 0.182
## 28    0.288 0.233
## 29    0.581 0.099
## 30    0.658 0.099
## 31    0.654 0.092
## 32    0.724 0.092
## 33    0.535 0.138
## 34    0.498 0.138
## 41   -0.210 0.188
## 42    1.000 0.259
## 43    0.297 0.171
## 44    1.000 0.209
## 45   -0.570 0.221
## 46   -0.449 0.185
## 47   -0.138 0.217
## 48    0.017 0.203
## 49    0.371 0.043
## 50    0.110 0.244
## 52    0.588 0.076
## 54    0.547 0.076
## 56    1.000 0.106
## 58    1.000 0.106
## 59    4.727 0.023
## 61    2.604 0.044
## 63    1.000 0.050
## 65    1.000 0.049
## 75    0.467 0.204
## 76    0.496 0.245
## 78    0.288 0.297
## 79    0.581 0.099
## 80    0.632 0.099
## 81    0.654 0.092
## 82    0.701 0.092
## 83    0.535 0.138
## 84    0.493 0.138
## 91   -0.539 0.265
## 92    1.000 0.339
## 93    0.095 0.239
## 94    1.000 0.281
## 95   -0.484 0.311
## 96   -0.436 0.266
## 97   -0.134 0.303
## 98    0.002 0.287
## 99    0.430 0.057
## 100   0.276 0.324

Empty Model with separate groups for age and sex

mdl0_multi_sex <- '
#measurement model - loadings are fixed to be invariant over time
EF_BL =~ c(a1,a2,a3,a4)*Verbal_Fluency_Conservative.BL + c(b1,b2,b3,b4)*MAT_Score.BL
EF_FU1 =~ c(a1,a2,a3,a4)*Verbal_Fluency_Conservative.FU1 + c(b1,b2,b3,b4)*MAT_Score.FU1

MEM_BL =~ c(c1,c2,c3,c4)*COG_REYII_SCORE.BL + c(d1,d2,d3,d4)*COG_REYI_SCORE.BL
MEM_FU1 =~ c(c1,c2,c3,c4)*COG_REYII_SCORE.FU1 + c(d1,d2,d3,d4)*COG_REYI_SCORE.FU1

#specify mean of latent scores
EF_BL ~ c(e1,e2,e3,e4)*1
EF_FU1 ~ 0*1

MEM_BL ~ c(f1,f2,f3,f4)*1
MEM_FU1 ~ 0*1

#specify variance of latent scores
EF_BL ~~ c(g1,g2,g3,g4)*EF_BL
EF_FU1 ~~ 0*EF_FU1

MEM_BL ~~ c(h1,h2,h3,h4)*MEM_BL
MEM_FU1 ~~ 0*MEM_FU1

#specify intercept of observed scores
Verbal_Fluency_Conservative.BL ~ 0*1
Verbal_Fluency_Conservative.FU1 ~ 0*1
MAT_Score.BL ~ 0*1
MAT_Score.FU1 ~ 0*1
COG_REYII_SCORE.BL ~ 0*1
COG_REYII_SCORE.FU1 ~ 0*1
COG_REYI_SCORE.BL ~ 0*1
COG_REYI_SCORE.FU1 ~ 0*1

#allow residuals in indicators to correlate over time
Verbal_Fluency_Conservative.BL ~~ Verbal_Fluency_Conservative.FU1
MAT_Score.BL ~~ MAT_Score.FU1
COG_REYI_SCORE.BL ~~ 0*COG_REYI_SCORE.FU1
COG_REYII_SCORE.BL ~~ COG_REYII_SCORE.FU1

#specify variances of observed variables
Verbal_Fluency_Conservative.BL ~~ c(q1,q2,q3,q4)*Verbal_Fluency_Conservative.BL
Verbal_Fluency_Conservative.FU1 ~~ c(q1,q2,q3,q4)*Verbal_Fluency_Conservative.FU1
MAT_Score.BL ~~ c(i1,i2,i3,i4)*MAT_Score.BL
MAT_Score.FU1 ~~ c(i1,i2,i3,i4)*MAT_Score.FU1
COG_REYII_SCORE.BL ~~ c(k1,k2,k3,k4)*COG_REYII_SCORE.BL
COG_REYII_SCORE.FU1 ~~ c(k1,k2,k3,k4)*COG_REYII_SCORE.FU1
COG_REYI_SCORE.BL ~~ 0*COG_REYI_SCORE.BL
COG_REYI_SCORE.FU1 ~~ 0*COG_REYI_SCORE.FU1

#specify autoregressions of latent variables
EF_FU1 ~ 1*EF_BL
MEM_FU1 ~ 1*MEM_BL

#specify latent change score
EF_DELTA =~ 1*EF_FU1
MEM_DELTA =~ 1*MEM_FU1

#specify latent change score mean and variance
EF_DELTA ~ c(m1,m2,m3,m4)*1
EF_DELTA ~~ c(n1,n2,n3,n4)*EF_DELTA

MEM_DELTA ~ c(o1,o2,o3,o4)*1
MEM_DELTA ~~ c(p1,p2,p3,p4)*MEM_DELTA

#specify proportional change component
EF_DELTA ~~ EF_BL
MEM_DELTA ~~ MEM_BL

#cross-domain covariance
EF_DELTA ~~ MEM_BL
MEM_DELTA ~~ EF_BL
EF_BL ~~ MEM_BL
'

mdl0_multi_sex_fit <- wide.data2 %>% 
  filter(!entity_id%in%Mover_IDS) %>% 
  mutate(AgeGrp = Agebin.BL,
         Sex = factor(SEX_ASK.BL,
                      levels = c("F","M")),
         Age_sex = paste(AgeGrp,Sex)
         ) %>%
  group_by(Age_sex) %>%
  mutate(Age_BL = scale (AGE_NMBR.BL, scale=FALSE) / 10,
         Age_FU1 = scale (AGE_NMBR.FU1,scale=FALSE)/10,
         White = recode ( SDC_CULT_WH.BL,
                          '0' = -0.5,
                          '1' = 0.5),
         BMI = HWT_DBMI.BL,
         Multimorbidity = Chronic.BL,
         Physical_activity = (PASE_total.BL - median (PASE_total.BL, na.rm=TRUE)) /100,
         Material_deprivation = (MSDYY_MFS.BL - median (MSDYY_MFS.BL, na.rm=TRUE)) ,
         Social_deprivation = (MSDYY_SFS.BL - median (MSDYY_SFS.BL, na.rm=TRUE) ),
         #CENTER FOLLOWING AT MEDIAN
         Education = ED_UDR11.BL - median (ED_UDR11.BL, na.rm=TRUE),
         Income = INC_TOT.BL - median (INC_TOT.BL, na.rm=TRUE) ,
         Language_BL = as.numeric(factor(startlanguage.BL,
                                         levels = c("en","fr"),
                                         labels = c("'English", "French"))),
         Language_FU1 = as.numeric(factor (startlanguage.FU1,
         levels = c("en", "fr"),
         labels = c("English", "French"))),
         Depression = DEP_CESD10.BL - median (DEP_CESD10.BL, na.rm=TRUE),
         Smoking = median (SMK_DSTY.BL, na.rm=TRUE) - SMK_DSTY.BL,
         Alcohol = median (ALC_FREQ.BL, na.rm=TRUE) - ALC_FREQ.BL,
         Air_pollution = Air_pollution.BL,
         MatINT = Material_deprivation*Physical_activity,
         SocINT = Social_deprivation*Physical_activity
  ) %>%
  ungroup() %>%
  cfa(mdl0_multi_sex,
      data = .,
      missing = "ML",
      fixed.x = FALSE,
      group = "Age_sex")


fitMeasures(mdl0_multi_sex_fit, c("cfi","tli","rmsea","srmr"))
##   cfi   tli rmsea  srmr 
## 0.959 0.948 0.071 0.069
parameterEstimates(mdl0_multi_sex_fit,standardized=TRUE,output="text",fmi=TRUE,remove.nonfree=TRUE)
## 
## 
## Group 1 []:
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_BL =~                                                              
##     MAT_Sc.BL (b1)    1.237    0.003  364.292    0.000    1.231    1.244
##   EF_FU1 =~                                                             
##     MAT_S.FU1 (b1)    1.237    0.003  364.292    0.000    1.231    1.244
##   MEM_BL =~                                                             
##     COG_REYI_ (d1)    1.402    0.003  402.367    0.000    1.395    1.409
##   MEM_FU1 =~                                                            
##     COG_REYI_ (d1)    1.402    0.003  402.367    0.000    1.395    1.409
##    Std.lv  Std.all      FMI
##                            
##     5.176    0.595    0.065
##                            
##     4.372    0.530    0.065
##                            
##     1.870    1.000    0.093
##                            
##     2.012    1.000    0.093
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##   Verbal_Fluency_Conservative.BL ~~                                    
##     Vrbl_Fln_C.FU1                    11.537    0.420   27.444    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     26.541    0.751   35.339    0.000
##   COG_REYII_SCORE.BL ~~                                                
##     COG_REYII_SCOR                     0.599    0.024   25.353    0.000
##   EF_BL ~~                                                             
##     EF_DELTA                          -3.418    0.280  -12.213    0.000
##   MEM_BL ~~                                                            
##     MEM_DELTA                         -0.901    0.022  -40.755    0.000
##     EF_DELTA                          -0.280    0.056   -4.977    0.000
##   EF_BL ~~                                                             
##     MEM_DELTA                          0.090    0.084    1.068    0.286
##     MEM_BL                             2.300    0.075   30.685    0.000
##   EF_DELTA ~~                                                          
##     MEM_DELTA                          0.326    0.062    5.296    0.000
##  ci.lower ci.upper   Std.lv  Std.all      FMI
##                                              
##    10.713   12.361   11.537    0.457    0.133
##                                              
##    25.069   28.013   26.541    0.542    0.139
##                                              
##     0.553    0.646    0.599    0.276    0.206
##                                              
##    -3.966   -2.869   -0.605   -0.605    0.202
##                                              
##    -0.944   -0.858   -0.468   -0.468    0.161
##    -0.391   -0.170   -0.156   -0.156    0.217
##                                              
##    -0.075    0.254    0.015    0.015    0.191
##     2.153    2.447    0.412    0.412    0.041
##                                              
##     0.205    0.447    0.167    0.167    0.236
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##     EF_BL     (e1)   23.136    0.059  390.173    0.000   23.020   23.252
##     MEM_BL    (f1)    4.199    0.016  256.938    0.000    4.167    4.231
##     EF_DELTA  (m1)   -0.315    0.041   -7.624    0.000   -0.396   -0.234
##     MEM_DELTA (o1)    0.361    0.015   24.511    0.000    0.332    0.390
##    Std.lv  Std.all      FMI
##     5.530    5.530    0.024
##     3.147    3.147    0.050
##    -0.234   -0.234    0.186
##     0.250    0.250    0.161
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##     EF_BL     (g1)   17.503    0.455   38.495    0.000   16.612   18.394
##     MEM_BL    (h1)    1.780    0.026   69.800    0.000    1.730    1.830
##     Vr_F_C.BL (q1)   25.252    0.413   61.180    0.000   24.443   26.061
##     V_F_C.FU1 (q1)   25.252    0.413   61.180    0.000   24.443   26.061
##    .MAT_Sc.BL (i1)   48.969    0.729   67.171    0.000   47.540   50.397
##    .MAT_S.FU1 (i1)   48.969    0.729   67.171    0.000   47.540   50.397
##     COG_REYII (k1)    2.174    0.022   97.391    0.000    2.131    2.218
##     COG_REYII (k1)    2.174    0.022   97.391    0.000    2.131    2.218
##     EF_DELTA  (n1)    1.821    0.326    5.588    0.000    1.183    2.460
##     MEM_DELTA (p1)    2.082    0.032   64.176    0.000    2.019    2.146
##    Std.lv  Std.all      FMI
##     1.000    1.000    0.043
##     1.000    1.000    0.042
##    25.252    0.591    0.088
##    25.252    0.669    0.088
##    48.969    0.646    0.076
##    48.969    0.719    0.076
##     2.174    0.550    0.111
##     2.174    0.513    0.111
##     1.000    1.000    0.250
##     1.000    1.000    0.195
## 
## 
## Group 2 []:
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_BL =~                                                              
##     MAT_Sc.BL (b2)    1.244    0.004  281.500    0.000    1.236    1.253
##   EF_FU1 =~                                                             
##     MAT_S.FU1 (b2)    1.244    0.004  281.500    0.000    1.236    1.253
##   MEM_BL =~                                                             
##     COG_REYI_ (d2)    1.399    0.005  309.625    0.000    1.390    1.408
##   MEM_FU1 =~                                                            
##     COG_REYI_ (d2)    1.399    0.005  309.625    0.000    1.390    1.408
##    Std.lv  Std.all      FMI
##                            
##     4.959    0.595    0.102
##                            
##     4.451    0.553    0.102
##                            
##     2.077    1.000    0.129
##                            
##     2.232    1.000    0.129
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##   Verbal_Fluency_Conservative.BL ~~                                    
##     Vrbl_Fln_C.FU1                     7.571    0.390   19.436    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     20.099    0.788   25.519    0.000
##   COG_REYII_SCORE.BL ~~                                                
##     COG_REYII_SCOR                     0.692    0.034   20.442    0.000
##   EF_BL ~~                                                             
##     EF_DELTA                          -2.228    0.294   -7.565    0.000
##   MEM_BL ~~                                                            
##     MEM_DELTA                         -1.091    0.032  -33.708    0.000
##     EF_DELTA                          -0.296    0.071   -4.140    0.000
##   EF_BL ~~                                                             
##     MEM_DELTA                          0.085    0.103    0.823    0.410
##     MEM_BL                             2.539    0.089   28.452    0.000
##   EF_DELTA ~~                                                          
##     MEM_DELTA                          0.532    0.078    6.847    0.000
##  ci.lower ci.upper   Std.lv  Std.all      FMI
##                                              
##     6.808    8.335    7.571    0.410    0.191
##                                              
##    18.556   21.643   20.099    0.447    0.230
##                                              
##     0.626    0.758    0.692    0.265    0.291
##                                              
##    -2.805   -1.651   -0.478   -0.478    0.280
##                                              
##    -1.155   -1.028   -0.463   -0.463    0.233
##    -0.435   -0.156   -0.170   -0.170    0.299
##                                              
##    -0.117    0.287    0.013    0.013    0.273
##     2.364    2.714    0.429    0.429    0.052
##                                              
##     0.380    0.685    0.287    0.287    0.321
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##     EF_BL     (e2)   18.564    0.061  303.941    0.000   18.445   18.684
##     MEM_BL    (f2)    4.092    0.021  197.461    0.000    4.051    4.132
##     EF_DELTA  (m2)   -0.553    0.047  -11.838    0.000   -0.645   -0.462
##     MEM_DELTA (o2)    0.188    0.019    9.762    0.000    0.150    0.226
##    Std.lv  Std.all      FMI
##     4.658    4.658    0.027
##     2.757    2.757    0.068
##    -0.473   -0.473    0.261
##     0.119    0.119    0.235
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##     EF_BL     (g2)   15.885    0.447   35.510    0.000   15.008   16.761
##     MEM_BL    (h2)    2.203    0.037   59.924    0.000    2.131    2.275
##     Vr_F_C.BL (q2)   18.447    0.378   48.813    0.000   17.706   19.187
##     V_F_C.FU1 (q2)   18.447    0.378   48.813    0.000   17.706   19.187
##    .MAT_Sc.BL (i2)   44.926    0.740   60.679    0.000   43.475   46.377
##    .MAT_S.FU1 (i2)   44.926    0.740   60.679    0.000   43.475   46.377
##     COG_REYII (k2)    2.607    0.031   83.584    0.000    2.546    2.668
##     COG_REYII (k2)    2.607    0.031   83.584    0.000    2.546    2.668
##     EF_DELTA  (n2)    1.367    0.363    3.765    0.000    0.656    2.079
##     MEM_DELTA (p2)    2.523    0.048   52.846    0.000    2.430    2.617
##    Std.lv  Std.all      FMI
##     1.000    1.000    0.058
##     1.000    1.000    0.056
##    18.447    0.537    0.128
##    18.447    0.590    0.128
##    44.926    0.646    0.120
##    44.926    0.694    0.120
##     2.607    0.542    0.165
##     2.607    0.506    0.165
##     1.000    1.000    0.332
##     1.000    1.000    0.271
## 
## 
## Group 3 []:
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_BL =~                                                              
##     MAT_Sc.BL (b3)    1.207    0.003  384.374    0.000    1.200    1.213
##   EF_FU1 =~                                                             
##     MAT_S.FU1 (b3)    1.207    0.003  384.374    0.000    1.200    1.213
##   MEM_BL =~                                                             
##     COG_REYI_ (d3)    1.290    0.003  492.327    0.000    1.285    1.296
##   MEM_FU1 =~                                                            
##     COG_REYI_ (d3)    1.290    0.003  492.327    0.000    1.285    1.296
##    Std.lv  Std.all      FMI
##                            
##     4.661    0.584    0.067
##                            
##     3.773    0.504    0.067
##                            
##     2.014    1.000    0.105
##                            
##     2.169    1.000    0.105
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##   Verbal_Fluency_Conservative.BL ~~                                    
##     Vrbl_Fln_C.FU1                    11.747    0.388   30.295    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     20.363    0.632   32.210    0.000
##   COG_REYII_SCORE.BL ~~                                                
##     COG_REYII_SCOR                     0.560    0.026   21.228    0.000
##   EF_BL ~~                                                             
##     EF_DELTA                          -3.581    0.260  -13.766    0.000
##   MEM_BL ~~                                                            
##     MEM_DELTA                         -1.241    0.029  -42.127    0.000
##     EF_DELTA                          -0.330    0.064   -5.197    0.000
##   EF_BL ~~                                                             
##     MEM_DELTA                          0.227    0.092    2.475    0.013
##     MEM_BL                             2.327    0.080   29.085    0.000
##   EF_DELTA ~~                                                          
##     MEM_DELTA                          0.149    0.071    2.112    0.035
##  ci.lower ci.upper   Std.lv  Std.all      FMI
##                                              
##    10.987   12.507   11.747    0.476    0.142
##                                              
##    19.124   21.602   20.363    0.486    0.174
##                                              
##     0.508    0.611    0.560    0.229    0.250
##                                              
##    -4.090   -3.071   -0.653   -0.653    0.207
##                                              
##    -1.299   -1.184   -0.469   -0.469    0.164
##    -0.455   -0.206   -0.149   -0.149    0.212
##                                              
##     0.047    0.407    0.035    0.035    0.207
##     2.170    2.484    0.386    0.386    0.040
##                                              
##     0.011    0.287    0.062    0.062    0.249
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##     EF_BL     (e3)   22.798    0.056  410.454    0.000   22.689   22.906
##     MEM_BL    (f3)    5.217    0.018  292.813    0.000    5.182    5.252
##     EF_DELTA  (m3)   -0.294    0.040   -7.352    0.000   -0.373   -0.216
##     MEM_DELTA (o3)    0.582    0.017   34.424    0.000    0.549    0.616
##    Std.lv  Std.all      FMI
##     5.901    5.901    0.025
##     3.342    3.342    0.052
##    -0.207   -0.207    0.187
##     0.344    0.344    0.171
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##     EF_BL     (g3)   14.925    0.397   37.585    0.000   14.147   15.704
##     MEM_BL    (h3)    2.437    0.033   72.935    0.000    2.371    2.502
##     Vr_F_C.BL (q3)   24.664    0.379   65.163    0.000   23.923   25.406
##     V_F_C.FU1 (q3)   24.664    0.379   65.163    0.000   23.923   25.406
##    .MAT_Sc.BL (i3)   41.908    0.604   69.385    0.000   40.725   43.092
##    .MAT_S.FU1 (i3)   41.908    0.604   69.385    0.000   40.725   43.092
##     COG_REYII (k3)    2.447    0.024  100.708    0.000    2.399    2.495
##     COG_REYII (k3)    2.447    0.024  100.708    0.000    2.399    2.495
##     EF_DELTA  (n3)    2.012    0.314    6.410    0.000    1.397    2.627
##     MEM_DELTA (p3)    2.871    0.043   66.475    0.000    2.786    2.955
##    Std.lv  Std.all      FMI
##     1.000    1.000    0.043
##     1.000    1.000    0.046
##    24.664    0.623    0.087
##    24.664    0.716    0.087
##    41.908    0.659    0.084
##    41.908    0.746    0.084
##     2.447    0.501    0.119
##     2.447    0.464    0.119
##     1.000    1.000    0.261
##     1.000    1.000    0.208
## 
## 
## Group 4 []:
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_BL =~                                                              
##     MAT_Sc.BL (b4)    1.277    0.005  271.989    0.000    1.268    1.287
##   EF_FU1 =~                                                             
##     MAT_S.FU1 (b4)    1.277    0.005  271.989    0.000    1.268    1.287
##   MEM_BL =~                                                             
##     COG_REYI_ (d4)    1.599    0.007  244.641    0.000    1.587    1.612
##   MEM_FU1 =~                                                            
##     COG_REYI_ (d4)    1.599    0.007  244.641    0.000    1.587    1.612
##    Std.lv  Std.all      FMI
##                            
##     5.138    0.586    0.090
##                            
##     4.803    0.560    0.090
##                            
##     1.907    1.000    0.128
##                            
##     2.024    1.000    0.128
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##   Verbal_Fluency_Conservative.BL ~~                                    
##     Vrbl_Fln_C.FU1                     9.026    0.433   20.856    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     27.942    0.897   31.166    0.000
##   COG_REYII_SCORE.BL ~~                                                
##     COG_REYII_SCOR                     0.606    0.029   21.051    0.000
##   EF_BL ~~                                                             
##     EF_DELTA                          -1.881    0.306   -6.149    0.000
##   MEM_BL ~~                                                            
##     MEM_DELTA                         -0.692    0.021  -33.383    0.000
##     EF_DELTA                          -0.131    0.058   -2.244    0.025
##   EF_BL ~~                                                             
##     MEM_DELTA                         -0.084    0.084   -0.994    0.320
##     MEM_BL                             2.445    0.076   32.286    0.000
##   EF_DELTA ~~                                                          
##     MEM_DELTA                          0.355    0.062    5.702    0.000
##  ci.lower ci.upper   Std.lv  Std.all      FMI
##                                              
##     8.178    9.874    9.026    0.426    0.179
##                                              
##    26.185   29.699   27.942    0.554    0.188
##                                              
##     0.550    0.663    0.606    0.274    0.278
##                                              
##    -2.480   -1.281   -0.357   -0.357    0.297
##                                              
##    -0.733   -0.651   -0.464   -0.464    0.216
##    -0.246   -0.017   -0.084   -0.084    0.301
##                                              
##    -0.248    0.081   -0.017   -0.017    0.276
##     2.296    2.593    0.510    0.510    0.050
##                                              
##     0.233    0.477    0.216    0.216    0.320
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##     EF_BL     (e4)   19.266    0.064  301.567    0.000   19.141   19.392
##     MEM_BL    (f4)    2.987    0.018  168.126    0.000    2.952    3.021
##     EF_DELTA  (m4)   -0.665    0.048  -13.884    0.000   -0.759   -0.571
##     MEM_DELTA (o4)    0.086    0.015    5.646    0.000    0.056    0.116
##    Std.lv  Std.all      FMI
##     4.790    4.790    0.029
##     2.504    2.504    0.073
##    -0.507   -0.507    0.268
##     0.069    0.069    0.229
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##     EF_BL     (g4)   16.176    0.479   33.743    0.000   15.236   17.115
##     MEM_BL    (h4)    1.422    0.025   57.159    0.000    1.374    1.471
##     Vr_F_C.BL (q4)   21.209    0.420   50.481    0.000   20.386   22.033
##     V_F_C.FU1 (q4)   21.209    0.420   50.481    0.000   20.386   22.033
##    .MAT_Sc.BL (i4)   50.479    0.858   58.813    0.000   48.797   52.161
##    .MAT_S.FU1 (i4)   50.479    0.858   58.813    0.000   48.797   52.161
##     COG_REYII (k4)    2.214    0.027   82.879    0.000    2.161    2.266
##     COG_REYII (k4)    2.214    0.027   82.879    0.000    2.161    2.266
##     EF_DELTA  (n4)    1.719    0.365    4.708    0.000    1.004    2.435
##     MEM_DELTA (p4)    1.564    0.031   51.179    0.000    1.504    1.624
##    Std.lv  Std.all      FMI
##     1.000    1.000    0.060
##     1.000    1.000    0.060
##    21.209    0.567    0.122
##    21.209    0.600    0.122
##    50.479    0.657    0.109
##    50.479    0.686    0.109
##     2.214    0.609    0.162
##     2.214    0.580    0.162
##     1.000    1.000    0.338
##     1.000    1.000    0.250

4) Structural Equation Model: Main Effects Model

This structural equation model only includes the main effects for our regressions (i.e., no interaction terms). The regressions modeled the following:

  1. Whether material or social deprivation (measured using CANOE), or physical activity (measured using the PASE score) at baseline were independent predictors of baseline executive function or memory.

  2. Whether material or social deprivation or physical activity at baseline were independent predictors of changes in executive function or memory from baseline to Follow-Up 1.

All parameter estimates of this model are provided in the spreadsheet “Age and Sex - Model Independent Model.csv”

mdl4_multi <- '
#measurement model - loadings are fixed to be invariant over time
EF_BL =~ c(a1,a2,a3,a4)*Verbal_Fluency_Conservative.BL + c(b1,b2,b3,b4)*MAT_Score.BL
EF_FU1 =~ c(a1,a2,a3,a4)*Verbal_Fluency_Conservative.FU1 + c(b1,b2,b3,b4)*MAT_Score.FU1

MEM_BL =~ c(c1,c2,c3,c4)*COG_REYII_SCORE.BL + c(d1,d2,d3,d4)*COG_REYI_SCORE.BL
MEM_FU1 =~ c(c1,c2,c3,c4)*COG_REYII_SCORE.FU1 + c(d1,d2,d3,d4)*COG_REYI_SCORE.FU1

#specify mean of latent scores
EF_BL ~ c(e1,e2,e3,e4)*1
EF_FU1 ~ 0*1

MEM_BL ~ c(f1,f2,f3,f4)*1
MEM_FU1 ~ 0*1

#specify variance of latent scores
EF_BL ~~ c(g1,g2,g3,g4)*EF_BL
EF_FU1 ~~ 0*EF_FU1

MEM_BL ~~ c(h1,h2,h3,h4)*MEM_BL
MEM_FU1 ~~ 0*MEM_FU1

#specify intercept of observed scores
Verbal_Fluency_Conservative.BL ~ 0*1
Verbal_Fluency_Conservative.FU1 ~ 0*1
MAT_Score.BL ~ 0*1
MAT_Score.FU1 ~ 0*1
COG_REYII_SCORE.BL ~ 0*1
COG_REYII_SCORE.FU1 ~ 0*1
COG_REYI_SCORE.BL ~ 0*1
COG_REYI_SCORE.FU1 ~ 0*1

#allow residuals in indicators to correlate over time
Verbal_Fluency_Conservative.BL ~~ Verbal_Fluency_Conservative.FU1
MAT_Score.BL ~~ MAT_Score.FU1
COG_REYI_SCORE.BL ~~ 0*COG_REYI_SCORE.FU1
COG_REYII_SCORE.BL ~~ COG_REYII_SCORE.FU1

#specify variances of observed variables
Verbal_Fluency_Conservative.BL ~~ c(i1,i2,i3,i4)*Verbal_Fluency_Conservative.BL
Verbal_Fluency_Conservative.FU1 ~~ c(i1,i2,i3,i4)*Verbal_Fluency_Conservative.FU1
MAT_Score.BL ~~ c(j1,j2,j3,j4)*MAT_Score.BL
MAT_Score.FU1 ~~ c(j1,j2,j3,j4)*MAT_Score.FU1
COG_REYII_SCORE.BL ~~ c(k1,k2,k3,k4)*COG_REYII_SCORE.BL
COG_REYII_SCORE.FU1 ~~ c(k1,k2,k3,k4)*COG_REYII_SCORE.FU1
COG_REYI_SCORE.BL ~~ 0*COG_REYI_SCORE.BL
COG_REYI_SCORE.FU1 ~~ 0*COG_REYI_SCORE.FU1

#specify autoregressions of latent variables
#EF_FU1 ~ 1*EF_BL
#MEM_FU1 ~ 1*MEM_BL

#specify latent change score
EF_DELTA =~ 1*EF_FU1
MEM_DELTA =~ 1*MEM_FU1

#specify latent change score mean and variance
EF_DELTA ~ c(l1,l2,l3,l4)*1
EF_DELTA ~~ c(m1,m2,m3,m4)*EF_DELTA

MEM_DELTA ~ c(n1,n2,n3,n4)*1
MEM_DELTA ~~ c(o1,o2,o3,o4)*MEM_DELTA

#specify proportional change component
EF_DELTA ~ EF_BL
MEM_DELTA ~ MEM_BL

#cross-domain covariance
EF_DELTA ~~ MEM_BL
MEM_DELTA ~~ EF_BL
EF_BL ~~ MEM_BL

#regressions
EF_DELTA + EF_BL ~ Multimorbidity + Education + Income + BMI + Source.BL + White + Smoking + Alcohol + Depression
EF_BL ~ Age_BL + Language_BL
EF_DELTA ~ Age_BL + Language_FU1
EF_BL ~ c(c111a, c111b, c111c, c111d)*Material_deprivation + c(c121a, c121b, c121c, c121d)*Social_deprivation + c(b11a, b11b, b11c, b11d)*Physical_activity
EF_DELTA ~ c(c211a, c211b, c211c, c211d)*Material_deprivation + c(c221a, c221b, c221c, c221d)*Social_deprivation + c(b21a, b21b, b21c, b21d)*Physical_activity

MEM_DELTA + MEM_BL ~ Multimorbidity + Education + Income + BMI + Source.BL + White + Smoking + Alcohol + Depression
MEM_BL ~ Age_BL + Language_BL
MEM_DELTA ~ Age_BL + Language_FU1
MEM_BL ~ c(c112a,c112b,c112c,c122d)*Material_deprivation + c(c122a,c122b,c122c,c122d)*Social_deprivation + c(b12a,b12b,b12c,b12d)*Physical_activity
MEM_DELTA ~ c(c212a,c212b,c212c,c212d)*Material_deprivation + c(c222a,c222b,c222c,c222d)*Social_deprivation + c(b22a,b22b,b22c,b22d)*Physical_activity
'

mdl4_multi_fit <- wide.data2 %>% 
  filter(!entity_id%in%Mover_IDS) %>% 
  mutate(AgeGrp = Agebin.BL,
         Sex = factor(SEX_ASK.BL,
                      levels = c("F","M")),
         Age_sex = paste(AgeGrp,Sex)
         ) %>%
  group_by(Age_sex) %>%
  mutate(Age_BL = scale (AGE_NMBR.BL, scale=FALSE)/10,
         Age_FU1 = scale (AGE_NMBR.FU1,scale=FALSE)/10,
         White = recode ( SDC_CULT_WH.BL,
                          '0' = -0.5,
                          '1' = 0.5),
         BMI = HWT_DBMI.BL,
         Multimorbidity = Chronic.BL,
         Physical_activity = (PASE_total.BL - median (PASE_total.BL, na.rm=TRUE))/100,
         Material_deprivation = (MSDYY_MFS.BL - median (MSDYY_MFS.BL, na.rm=TRUE))*10,
         Social_deprivation = (MSDYY_SFS.BL - median (MSDYY_SFS.BL, na.rm=TRUE))*10,
         #CENTER FOLLOWING AT MEDIAN
         Education = ED_UDR11.BL - median (ED_UDR11.BL, na.rm=TRUE),
         Income = INC_TOT.BL - median (INC_TOT.BL, na.rm=TRUE) ,
         Language_BL = as.numeric(factor(startlanguage.BL,
                                         levels = c("en","fr"),
                                         labels = c("'English", "French"))),
         Language_FU1 = as.numeric(factor (startlanguage.FU1,
         levels = c("en", "fr"),
         labels = c("English", "French"))),
         Depression = DEP_CESD10.BL - median (DEP_CESD10.BL, na.rm=TRUE),
         Smoking = median (SMK_DSTY.BL, na.rm=TRUE) - SMK_DSTY.BL,
         Alcohol = median (ALC_FREQ.BL, na.rm=TRUE) - ALC_FREQ.BL,
         Air_pollution = Air_pollution.BL,
         MatINT = Material_deprivation*Physical_activity,
         SocINT = Social_deprivation*Physical_activity
  ) %>%
  ungroup() %>%
  cfa(mdl4_multi,
      data = .,
      missing = "ML",
      fixed.x = FALSE,
      group = "Age_sex")

summary(mdl4_multi_fit)
## lavaan 0.6.14 ended normally after 1786 iterations
## 
##   Estimator                                         ML
##   Optimization method                           NLMINB
##   Number of model parameters                       872
##   Number of equality constraints                    21
## 
##   Number of observations per group:                   
##     45-64 M                                      11567
##     65+ F                                         8953
##     45-64 F                                      12234
##     65+ M                                         8845
##   Number of missing patterns per group:               
##     45-64 M                                        348
##     65+ F                                          477
##     45-64 F                                        336
##     65+ M                                          439
## 
## Model Test User Model:
##                                                       
##   Test statistic                              6581.160
##   Degrees of freedom                               345
##   P-value (Chi-square)                           0.000
##   Test statistic for each group:
##     45-64 M                                   1736.354
##     65+ F                                     1533.499
##     45-64 F                                   1788.978
##     65+ M                                     1522.329
## 
## Parameter Estimates:
## 
##   Standard errors                             Standard
##   Information                                 Observed
##   Observed information based on                Hessian
## 
## 
## Group 1 [45-64 M]:
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)
##   EF_BL =~                                            
##     Vr_F_C.BL (a1)    1.000                           
##     MAT_Sc.BL (b1)    1.237    0.003  365.420    0.000
##   EF_FU1 =~                                           
##     V_F_C.FU1 (a1)    1.000                           
##     MAT_S.FU1 (b1)    1.237    0.003  365.420    0.000
##   MEM_BL =~                                           
##     COG_REYII (c1)    1.000                           
##     COG_REYI_ (d1)    1.402    0.003  402.394    0.000
##   MEM_FU1 =~                                          
##     COG_REYII (c1)    1.000                           
##     COG_REYI_ (d1)    1.402    0.003  402.394    0.000
##   EF_DELTA =~                                         
##     EF_FU1            1.000                           
##   MEM_DELTA =~                                        
##     MEM_FU1           1.000                           
## 
## Regressions:
##                    Estimate  Std.Err  z-value  P(>|z|)
##   EF_DELTA ~                                          
##     EF_BL             0.770    0.018   43.462    0.000
##   MEM_DELTA ~                                         
##     MEM_BL            0.428    0.010   42.513    0.000
##   EF_DELTA ~                                          
##     Mltmrbd          -0.040    0.027   -1.468    0.142
##     Educatn           0.063    0.021    2.958    0.003
##     Income            0.024    0.042    0.574    0.566
##     BMI              -0.002    0.008   -0.257    0.797
##     Sorc.BL          -0.524    0.080   -6.512    0.000
##     White             0.537    0.185    2.895    0.004
##     Smoking          -0.005    0.029   -0.179    0.858
##     Alcohol           0.047    0.018    2.556    0.011
##     Deprssn          -0.004    0.009   -0.456    0.648
##   EF_BL ~                                             
##     Mltmrbd          -0.001    0.035   -0.041    0.967
##     Educatn           0.508    0.025   20.251    0.000
##     Income            0.487    0.054    8.989    0.000
##     BMI               0.002    0.011    0.165    0.869
##     Sorc.BL           0.020    0.105    0.190    0.849
##     White             4.092    0.215   19.013    0.000
##     Smoking          -0.088    0.036   -2.427    0.015
##     Alcohol           0.122    0.024    5.160    0.000
##     Deprssn          -0.071    0.011   -6.184    0.000
##     Age_BL           -1.293    0.096  -13.442    0.000
##     Lngg_BL          -1.102    0.133   -8.257    0.000
##   EF_DELTA ~                                          
##     Age_BL           -0.407    0.077   -5.278    0.000
##     Lng_FU1           0.031    0.102    0.299    0.765
##   EF_BL ~                                             
##     Mtrl_dp (c111)   -0.607    0.141   -4.312    0.000
##     Scl_dpr (c121)    0.040    0.130    0.307    0.759
##     Physcl_ (b11a)    0.102    0.060    1.684    0.092
##   EF_DELTA ~                                          
##     Mtrl_dp (c211)    0.008    0.109    0.072    0.943
##     Scl_dpr (c221)    0.127    0.099    1.277    0.202
##     Physcl_ (b21a)    0.046    0.045    1.023    0.306
##   MEM_DELTA ~                                         
##     Mltmrbd          -0.013    0.009   -1.430    0.153
##     Educatn           0.068    0.007   10.208    0.000
##     Income            0.030    0.014    2.127    0.033
##     BMI              -0.003    0.003   -0.913    0.361
##     Sorc.BL          -0.407    0.027  -14.936    0.000
##     White             0.335    0.058    5.744    0.000
##     Smoking          -0.036    0.010   -3.667    0.000
##     Alcohol           0.014    0.006    2.225    0.026
##     Deprssn          -0.013    0.003   -4.211    0.000
##   MEM_BL ~                                            
##     Mltmrbd          -0.017    0.009   -1.930    0.054
##     Educatn           0.088    0.006   14.149    0.000
##     Income            0.070    0.013    5.192    0.000
##     BMI              -0.004    0.003   -1.457    0.145
##     Sorc.BL           0.004    0.026    0.157    0.875
##     White             0.386    0.053    7.213    0.000
##     Smoking          -0.015    0.009   -1.705    0.088
##     Alcohol           0.003    0.006    0.433    0.665
##     Deprssn          -0.019    0.003   -6.618    0.000
##     Age_BL           -0.267    0.024  -11.186    0.000
##     Lngg_BL          -0.232    0.033   -7.054    0.000
##   MEM_DELTA ~                                         
##     Age_BL           -0.270    0.025  -10.761    0.000
##     Lng_FU1          -0.066    0.034   -1.935    0.053
##   MEM_BL ~                                            
##     Mtrl_dp (c112)   -0.190    0.035   -5.445    0.000
##     Scl_dpr (c122)    0.013    0.032    0.408    0.683
##     Physcl_ (b12a)    0.022    0.015    1.465    0.143
##   MEM_DELTA ~                                         
##     Mtrl_dp (c212)   -0.110    0.037   -2.987    0.003
##     Scl_dpr (c222)   -0.000    0.034   -0.008    0.994
##     Physcl_ (b22a)    0.041    0.015    2.717    0.007
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##  .Verbal_Fluency_Conservative.BL ~~                                    
##    .Vrbl_Fln_C.FU1                    11.642    0.411   28.356    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     26.367    0.735   35.870    0.000
##  .COG_REYI_SCORE.BL ~~                                                 
##    .COG_REYI_SCORE                     0.000                           
##  .COG_REYII_SCORE.BL ~~                                                
##    .COG_REYII_SCOR                     0.600    0.024   25.357    0.000
##  .MEM_BL ~~                                                            
##    .EF_DELTA                           0.143    0.050    2.828    0.005
##  .EF_BL ~~                                                             
##    .MEM_DELTA                          0.783    0.065   12.044    0.000
##    .MEM_BL                             1.494    0.065   23.021    0.000
##  .EF_DELTA ~~                                                          
##    .MEM_DELTA                          0.336    0.047    7.115    0.000
##   Multimorbidity ~~                                                    
##     Education                         -0.488    0.034  -14.556    0.000
##     Income                            -0.317    0.018  -18.053    0.000
##     BMI                                1.930    0.077   25.201    0.000
##     Source.BL                          0.004    0.007    0.565    0.572
##     White                              0.004    0.004    1.057    0.291
##     Smoking                            0.311    0.022   14.072    0.000
##     Alcohol                           -0.440    0.034  -12.894    0.000
##     Depression                         1.584    0.071   22.271    0.000
##     Age_BL                             0.203    0.008   24.097    0.000
##     Language_BL                       -0.013    0.006   -2.231    0.026
##     Language_FU1                      -0.013    0.006   -2.226    0.026
##     Materil_dprvtn                     0.054    0.006    8.928    0.000
##     Social_deprvtn                     0.041    0.006    6.529    0.000
##     Physical_ctvty                    -0.206    0.014  -14.612    0.000
##   Education ~~                                                         
##     Income                             0.856    0.025   34.583    0.000
##     BMI                               -1.243    0.101  -12.246    0.000
##     Source.BL                         -0.138    0.010  -13.869    0.000
##     White                             -0.024    0.005   -4.948    0.000
##     Smoking                           -0.858    0.031  -27.821    0.000
##     Alcohol                            0.593    0.046   12.818    0.000
##     Depression                        -1.410    0.095  -14.845    0.000
##     Age_BL                            -0.047    0.011   -4.245    0.000
##     Language_BL                       -0.032    0.008   -4.125    0.000
##     Language_FU1                      -0.031    0.008   -3.913    0.000
##     Materil_dprvtn                    -0.237    0.008  -27.995    0.000
##     Social_deprvtn                    -0.088    0.009  -10.259    0.000
##     Physical_ctvty                    -0.052    0.019   -2.687    0.007
##   Income ~~                                                            
##     BMI                               -0.113    0.052   -2.164    0.030
##     Source.BL                         -0.050    0.005   -9.675    0.000
##     White                              0.020    0.003    7.821    0.000
##     Smoking                           -0.357    0.016  -22.571    0.000
##     Alcohol                            0.567    0.024   23.239    0.000
##     Depression                        -1.239    0.050  -24.661    0.000
##     Age_BL                            -0.102    0.006  -17.462    0.000
##     Language_BL                       -0.056    0.004  -13.722    0.000
##     Language_FU1                      -0.054    0.004  -13.277    0.000
##     Materil_dprvtn                    -0.136    0.004  -30.690    0.000
##     Social_deprvtn                    -0.139    0.005  -29.967    0.000
##     Physical_ctvty                     0.157    0.010   15.703    0.000
##   BMI ~~                                                               
##     Source.BL                         -0.102    0.022   -4.660    0.000
##     White                              0.069    0.011    6.448    0.000
##     Smoking                           -0.060    0.066   -0.909    0.363
##     Alcohol                           -1.339    0.103  -12.979    0.000
##     Depression                         1.487    0.210    7.071    0.000
##     Age_BL                             0.100    0.025    3.994    0.000
##     Language_BL                       -0.078    0.017   -4.499    0.000
##     Language_FU1                      -0.078    0.017   -4.466    0.000
##     Materil_dprvtn                     0.145    0.018    7.920    0.000
##     Social_deprvtn                    -0.028    0.019   -1.483    0.138
##     Physical_ctvty                    -0.333    0.043   -7.800    0.000
##   Source.BL ~~                                                         
##     White                              0.001    0.001    1.024    0.306
##     Smoking                            0.037    0.006    5.690    0.000
##     Alcohol                           -0.055    0.010   -5.499    0.000
##     Depression                         0.052    0.020    2.547    0.011
##     Age_BL                            -0.007    0.002   -2.682    0.007
##     Language_BL                       -0.003    0.002   -1.524    0.127
##     Language_FU1                      -0.003    0.002   -1.627    0.104
##     Materil_dprvtn                     0.036    0.002   20.024    0.000
##     Social_deprvtn                     0.002    0.002    1.108    0.268
##     Physical_ctvty                     0.011    0.004    2.754    0.006
##   White ~~                                                             
##     Smoking                            0.010    0.003    3.215    0.001
##     Alcohol                            0.080    0.005   15.651    0.000
##     Depression                        -0.023    0.010   -2.295    0.022
##     Age_BL                             0.009    0.001    7.860    0.000
##     Language_BL                        0.001    0.001    1.584    0.113
##     Language_FU1                       0.002    0.001    1.943    0.052
##     Materil_dprvtn                    -0.006    0.001   -6.654    0.000
##     Social_deprvtn                     0.002    0.001    2.349    0.019
##     Physical_ctvty                     0.006    0.002    3.046    0.002
##   Smoking ~~                                                           
##     Alcohol                            0.088    0.030    2.900    0.004
##     Depression                         0.843    0.062   13.504    0.000
##     Age_BL                             0.062    0.007    8.355    0.000
##     Language_BL                        0.051    0.005    9.997    0.000
##     Language_FU1                       0.051    0.005    9.907    0.000
##     Materil_dprvtn                     0.091    0.005   16.721    0.000
##     Social_deprvtn                     0.081    0.006   14.129    0.000
##     Physical_ctvty                    -0.058    0.013   -4.523    0.000
##   Alcohol ~~                                                           
##     Depression                        -1.256    0.096  -13.054    0.000
##     Age_BL                             0.056    0.011    4.927    0.000
##     Language_BL                        0.046    0.008    5.826    0.000
##     Language_FU1                       0.049    0.008    6.188    0.000
##     Materil_dprvtn                    -0.126    0.008  -15.029    0.000
##     Social_deprvtn                    -0.058    0.009   -6.667    0.000
##     Physical_ctvty                     0.127    0.019    6.557    0.000
##   Depression ~~                                                        
##     Age_BL                            -0.073    0.023   -3.138    0.002
##     Language_BL                       -0.043    0.016   -2.679    0.007
##     Language_FU1                      -0.046    0.016   -2.847    0.004
##     Materil_dprvtn                     0.148    0.017    8.618    0.000
##     Social_deprvtn                     0.243    0.018   13.513    0.000
##     Physical_ctvty                    -0.507    0.040  -12.710    0.000
##   Age_BL ~~                                                            
##     Language_BL                       -0.004    0.002   -2.035    0.042
##     Language_FU1                      -0.004    0.002   -2.225    0.026
##     Materil_dprvtn                    -0.005    0.002   -2.293    0.022
##     Social_deprvtn                    -0.003    0.002   -1.407    0.159
##     Physical_ctvty                    -0.080    0.005  -16.849    0.000
##   Language_BL ~~                                                       
##     Language_FU1                       0.142    0.002   75.314    0.000
##     Materil_dprvtn                     0.023    0.001   15.852    0.000
##     Social_deprvtn                     0.021    0.001   14.464    0.000
##     Physical_ctvty                    -0.010    0.003   -3.076    0.002
##   Language_FU1 ~~                                                      
##     Materil_dprvtn                     0.022    0.001   15.472    0.000
##     Social_deprvtn                     0.021    0.001   14.365    0.000
##     Physical_ctvty                    -0.010    0.003   -3.225    0.001
##   Material_deprivation ~~                                              
##     Social_deprvtn                     0.013    0.002    8.236    0.000
##     Physical_ctvty                    -0.002    0.003   -0.589    0.556
##   Social_deprivation ~~                                                
##     Physical_ctvty                    -0.025    0.004   -6.936    0.000
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|)
##    .EF_BL     (e1)   23.270    0.383   60.699    0.000
##    .EF_FU1            0.000                           
##    .MEM_BL    (f1)    4.540    0.095   47.681    0.000
##    .MEM_FU1           0.000                           
##    .Vr_F_C.BL         0.000                           
##    .V_F_C.FU1         0.000                           
##    .MAT_Sc.BL         0.000                           
##    .MAT_S.FU1         0.000                           
##    .COG_REYII         0.000                           
##    .COG_REYII         0.000                           
##    .COG_REYI_         0.000                           
##    .COG_REYI_         0.000                           
##    .EF_DELTA  (l1)    5.626    0.505   11.133    0.000
##    .MEM_DELTA (n1)    3.408    0.110   31.045    0.000
##     Mltmrbdty         1.653    0.015  110.000    0.000
##     Education        -0.498    0.021  -24.277    0.000
##     Income           -0.459    0.011  -43.251    0.000
##     BMI              28.329    0.046  619.953    0.000
##     Source.BL         1.361    0.004  304.769    0.000
##     White             0.442    0.002  202.808    0.000
##     Smoking           0.493    0.014   36.456    0.000
##     Alcohol          -1.048    0.021  -50.333    0.000
##     Depressin         1.119    0.043   26.236    0.000
##     Age_BL            0.000    0.005    0.000    1.000
##     Langug_BL         1.174    0.004  333.162    0.000
##     Langg_FU1         1.175    0.004  331.654    0.000
##     Mtrl_dprv         0.026    0.004    6.938    0.000
##     Scl_dprvt         0.030    0.004    7.638    0.000
##     Physcl_ct         0.079    0.009    9.208    0.000
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)
##    .EF_BL     (g1)   12.702    0.395   32.191    0.000
##    .EF_FU1            0.000                           
##    .MEM_BL    (h1)    1.633    0.023   69.783    0.000
##    .MEM_FU1           0.000                           
##    .Vr_F_C.BL (i1)   25.367    0.403   62.977    0.000
##    .V_F_C.FU1 (i1)   25.367    0.403   62.977    0.000
##    .MAT_Sc.BL (j1)   48.775    0.713   68.412    0.000
##    .MAT_S.FU1 (j1)   48.775    0.713   68.412    0.000
##    .COG_REYII (k1)    2.174    0.022   97.397    0.000
##    .COG_REYII (k1)    2.174    0.022   97.397    0.000
##    .COG_REYI_         0.000                           
##    .COG_REYI_         0.000                           
##    .EF_DELTA  (m1)    0.960    0.256    3.745    0.000
##    .MEM_DELTA (o1)    1.499    0.023   64.632    0.000
##     Mltmrbdty         2.500    0.034   73.918    0.000
##     Education         4.856    0.064   75.991    0.000
##     Income            1.273    0.017   74.702    0.000
##     BMI              24.073    0.317   75.880    0.000
##     Source.BL         0.231    0.003   76.049    0.000
##     White             0.055    0.001   76.049    0.000
##     Smoking           2.102    0.028   75.861    0.000
##     Alcohol           4.929    0.066   75.145    0.000
##     Depressin        20.969    0.276   75.905    0.000
##     Age_BL            0.297    0.004   76.049    0.000
##     Langug_BL         0.144    0.002   76.049    0.000
##     Langg_FU1         0.145    0.002   75.765    0.000
##     Mtrl_dprv         0.154    0.002   74.528    0.000
##     Scl_dprvt         0.168    0.002   74.528    0.000
##     Physcl_ct         0.783    0.011   72.620    0.000
## 
## 
## Group 2 [65+ F]:
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)
##   EF_BL =~                                            
##     Vr_F_C.BL (a2)    1.000                           
##     MAT_Sc.BL (b2)    1.243    0.004  283.294    0.000
##   EF_FU1 =~                                           
##     V_F_C.FU1 (a2)    1.000                           
##     MAT_S.FU1 (b2)    1.243    0.004  283.294    0.000
##   MEM_BL =~                                           
##     COG_REYII (c2)    1.000                           
##     COG_REYI_ (d2)    1.399    0.005  309.601    0.000
##   MEM_FU1 =~                                          
##     COG_REYII (c2)    1.000                           
##     COG_REYI_ (d2)    1.399    0.005  309.601    0.000
##   EF_DELTA =~                                         
##     EF_FU1            1.000                           
##   MEM_DELTA =~                                        
##     MEM_FU1           1.000                           
## 
## Regressions:
##                    Estimate  Std.Err  z-value  P(>|z|)
##   EF_DELTA ~                                          
##     EF_BL             0.794    0.023   34.262    0.000
##   MEM_DELTA ~                                         
##     MEM_BL            0.424    0.012   34.202    0.000
##   EF_DELTA ~                                          
##     Mltmrbd           0.024    0.024    1.008    0.314
##     Educatn           0.015    0.022    0.677    0.498
##     Income            0.055    0.058    0.963    0.335
##     BMI               0.026    0.008    3.178    0.001
##     Sorc.BL          -0.622    0.091   -6.821    0.000
##     White             0.327    0.291    1.123    0.261
##     Smoking          -0.039    0.036   -1.081    0.280
##     Alcohol           0.057    0.019    2.914    0.004
##     Deprssn          -0.014    0.010   -1.406    0.160
##   EF_BL ~                                             
##     Mltmrbd          -0.055    0.028   -1.978    0.048
##     Educatn           0.502    0.022   22.865    0.000
##     Income            0.307    0.069    4.455    0.000
##     BMI               0.018    0.010    1.886    0.059
##     Sorc.BL           0.056    0.107    0.524    0.600
##     White             2.712    0.321    8.439    0.000
##     Smoking          -0.046    0.041   -1.123    0.262
##     Alcohol           0.089    0.023    3.899    0.000
##     Deprssn          -0.087    0.011   -7.764    0.000
##     Age_BL           -1.941    0.094  -20.670    0.000
##     Lngg_BL          -1.268    0.137   -9.246    0.000
##   EF_DELTA ~                                          
##     Age_BL           -0.778    0.091   -8.504    0.000
##     Lng_FU1          -0.236    0.118   -1.995    0.046
##   EF_BL ~                                             
##     Mtrl_dp (c111)   -0.497    0.138   -3.604    0.000
##     Scl_dpr (c121)    0.056    0.133    0.424    0.671
##     Physcl_ (b11b)    0.495    0.092    5.356    0.000
##   EF_DELTA ~                                          
##     Mtrl_dp (c211)   -0.019    0.117   -0.162    0.871
##     Scl_dpr (c221)   -0.036    0.112   -0.323    0.747
##     Physcl_ (b21b)    0.199    0.075    2.642    0.008
##   MEM_DELTA ~                                         
##     Mltmrbd          -0.010    0.009   -1.014    0.311
##     Educatn           0.037    0.008    4.943    0.000
##     Income            0.083    0.023    3.650    0.000
##     BMI               0.000    0.003    0.123    0.902
##     Sorc.BL          -0.169    0.036   -4.673    0.000
##     White             0.315    0.111    2.837    0.005
##     Smoking          -0.022    0.014   -1.515    0.130
##     Alcohol           0.006    0.008    0.777    0.437
##     Deprssn          -0.008    0.004   -2.066    0.039
##   MEM_BL ~                                            
##     Mltmrbd          -0.007    0.008   -0.895    0.371
##     Educatn           0.090    0.007   13.569    0.000
##     Income            0.074    0.021    3.526    0.000
##     BMI               0.007    0.003    2.422    0.015
##     Sorc.BL           0.386    0.032   11.892    0.000
##     White             0.290    0.097    2.987    0.003
##     Smoking          -0.030    0.012   -2.395    0.017
##     Alcohol           0.022    0.007    3.129    0.002
##     Deprssn          -0.016    0.003   -4.695    0.000
##     Age_BL           -0.506    0.028  -17.825    0.000
##     Lngg_BL          -0.125    0.041   -3.030    0.002
##   MEM_DELTA ~                                         
##     Age_BL           -0.538    0.032  -16.733    0.000
##     Lng_FU1           0.018    0.045    0.393    0.694
##   MEM_BL ~                                            
##     Mtrl_dp (c112)    0.006    0.042    0.135    0.893
##     Scl_dpr (c122)   -0.042    0.040   -1.048    0.295
##     Physcl_ (b12b)    0.166    0.028    5.957    0.000
##   MEM_DELTA ~                                         
##     Mtrl_dp (c212)   -0.003    0.046   -0.072    0.942
##     Scl_dpr (c222)   -0.051    0.044   -1.153    0.249
##     Physcl_ (b22b)    0.145    0.029    4.935    0.000
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##  .Verbal_Fluency_Conservative.BL ~~                                    
##    .Vrbl_Fln_C.FU1                     7.371    0.368   20.029    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     20.428    0.766   26.658    0.000
##  .COG_REYI_SCORE.BL ~~                                                 
##    .COG_REYI_SCORE                     0.000                           
##  .COG_REYII_SCORE.BL ~~                                                
##    .COG_REYII_SCOR                     0.692    0.034   20.435    0.000
##  .MEM_BL ~~                                                            
##    .EF_DELTA                           0.034    0.063    0.549    0.583
##  .EF_BL ~~                                                             
##    .MEM_DELTA                          0.691    0.077    8.916    0.000
##    .MEM_BL                             1.407    0.072   19.427    0.000
##  .EF_DELTA ~~                                                          
##    .MEM_DELTA                          0.424    0.060    7.067    0.000
##   Multimorbidity ~~                                                    
##     Education                         -0.465    0.059   -7.872    0.000
##     Income                            -0.278    0.022  -12.450    0.000
##     BMI                                2.309    0.133   17.395    0.000
##     Source.BL                         -0.013    0.011   -1.184    0.236
##     White                             -0.008    0.004   -2.234    0.025
##     Smoking                            0.190    0.029    6.536    0.000
##     Alcohol                           -0.835    0.058  -14.322    0.000
##     Depression                         2.161    0.112   19.348    0.000
##     Age_BL                             0.199    0.014   14.627    0.000
##     Language_BL                       -0.004    0.009   -0.429    0.668
##     Language_FU1                      -0.001    0.009   -0.058    0.953
##     Materil_dprvtn                     0.049    0.010    5.010    0.000
##     Social_deprvtn                     0.063    0.010    6.566    0.000
##     Physical_ctvty                    -0.284    0.015  -18.521    0.000
##   Education ~~                                                         
##     Income                             0.848    0.027   30.989    0.000
##     BMI                               -1.208    0.152   -7.942    0.000
##     Source.BL                         -0.087    0.013   -6.635    0.000
##     White                             -0.015    0.004   -3.490    0.000
##     Smoking                           -0.327    0.034   -9.543    0.000
##     Alcohol                            1.215    0.069   17.556    0.000
##     Depression                        -1.235    0.128   -9.658    0.000
##     Age_BL                            -0.218    0.016  -13.635    0.000
##     Language_BL                       -0.114    0.010  -10.975    0.000
##     Language_FU1                      -0.110    0.010  -10.549    0.000
##     Materil_dprvtn                    -0.293    0.012  -24.523    0.000
##     Social_deprvtn                    -0.070    0.011   -6.162    0.000
##     Physical_ctvty                     0.160    0.018    9.007    0.000
##   Income ~~                                                            
##     BMI                               -0.519    0.057   -9.086    0.000
##     Source.BL                         -0.047    0.005   -9.573    0.000
##     White                              0.005    0.002    3.143    0.002
##     Smoking                           -0.104    0.013   -8.120    0.000
##     Alcohol                            0.615    0.026   23.514    0.000
##     Depression                        -0.645    0.048  -13.341    0.000
##     Age_BL                            -0.076    0.006  -12.702    0.000
##     Language_BL                       -0.052    0.004  -13.399    0.000
##     Language_FU1                      -0.051    0.004  -12.998    0.000
##     Materil_dprvtn                    -0.114    0.004  -25.512    0.000
##     Social_deprvtn                    -0.092    0.004  -21.035    0.000
##     Physical_ctvty                     0.072    0.007   10.834    0.000
##   BMI ~~                                                               
##     Source.BL                         -0.211    0.029   -7.352    0.000
##     White                              0.000    0.009    0.038    0.970
##     Smoking                           -0.028    0.075   -0.374    0.709
##     Alcohol                           -2.204    0.151  -14.633    0.000
##     Depression                         1.990    0.281    7.085    0.000
##     Age_BL                            -0.402    0.035  -11.486    0.000
##     Language_BL                       -0.027    0.023   -1.196    0.232
##     Language_FU1                      -0.025    0.023   -1.094    0.274
##     Materil_dprvtn                     0.216    0.025    8.492    0.000
##     Social_deprvtn                     0.060    0.025    2.420    0.016
##     Physical_ctvty                    -0.510    0.039  -13.020    0.000
##   Source.BL ~~                                                         
##     White                              0.002    0.001    2.467    0.014
##     Smoking                            0.012    0.006    1.938    0.053
##     Alcohol                           -0.088    0.013   -6.848    0.000
##     Depression                         0.007    0.024    0.286    0.775
##     Age_BL                             0.018    0.003    5.953    0.000
##     Language_BL                       -0.007    0.002   -3.443    0.001
##     Language_FU1                      -0.007    0.002   -3.522    0.000
##     Materil_dprvtn                     0.036    0.002   16.424    0.000
##     Social_deprvtn                    -0.003    0.002   -1.535    0.125
##     Physical_ctvty                    -0.014    0.003   -4.305    0.000
##   White ~~                                                             
##     Smoking                            0.015    0.002    7.015    0.000
##     Alcohol                            0.035    0.004    8.036    0.000
##     Depression                        -0.027    0.008   -3.374    0.001
##     Age_BL                             0.002    0.001    2.253    0.024
##     Language_BL                        0.001    0.001    1.905    0.057
##     Language_FU1                       0.001    0.001    2.320    0.020
##     Materil_dprvtn                    -0.002    0.001   -2.154    0.031
##     Social_deprvtn                    -0.000    0.001   -0.245    0.806
##     Physical_ctvty                     0.001    0.001    1.225    0.220
##   Smoking ~~                                                           
##     Alcohol                            0.250    0.034    7.444    0.000
##     Depression                         0.380    0.063    6.042    0.000
##     Age_BL                            -0.052    0.008   -6.619    0.000
##     Language_BL                        0.010    0.005    2.013    0.044
##     Language_FU1                       0.007    0.005    1.433    0.152
##     Materil_dprvtn                     0.031    0.006    5.391    0.000
##     Social_deprvtn                     0.042    0.006    7.534    0.000
##     Physical_ctvty                    -0.024    0.009   -2.734    0.006
##   Alcohol ~~                                                           
##     Depression                        -0.916    0.125   -7.313    0.000
##     Age_BL                            -0.077    0.016   -4.943    0.000
##     Language_BL                        0.024    0.010    2.363    0.018
##     Language_FU1                       0.025    0.010    2.488    0.013
##     Materil_dprvtn                    -0.193    0.012  -16.791    0.000
##     Social_deprvtn                    -0.072    0.011   -6.426    0.000
##     Physical_ctvty                     0.148    0.017    8.586    0.000
##   Depression ~~                                                        
##     Age_BL                             0.117    0.029    4.029    0.000
##     Language_BL                        0.040    0.019    2.123    0.034
##     Language_FU1                       0.041    0.019    2.140    0.032
##     Materil_dprvtn                     0.106    0.021    4.971    0.000
##     Social_deprvtn                     0.116    0.021    5.532    0.000
##     Physical_ctvty                    -0.411    0.033  -12.510    0.000
##   Age_BL ~~                                                            
##     Language_BL                       -0.005    0.002   -2.301    0.021
##     Language_FU1                      -0.006    0.002   -2.402    0.016
##     Materil_dprvtn                    -0.005    0.003   -1.792    0.073
##     Social_deprvtn                     0.019    0.003    7.282    0.000
##     Physical_ctvty                    -0.099    0.004  -23.733    0.000
##   Language_BL ~~                                                       
##     Language_FU1                       0.141    0.002   66.067    0.000
##     Materil_dprvtn                     0.031    0.002   17.471    0.000
##     Social_deprvtn                     0.022    0.002   13.010    0.000
##     Physical_ctvty                    -0.008    0.003   -2.899    0.004
##   Language_FU1 ~~                                                      
##     Materil_dprvtn                     0.030    0.002   17.167    0.000
##     Social_deprvtn                     0.023    0.002   13.316    0.000
##     Physical_ctvty                    -0.007    0.003   -2.590    0.010
##   Material_deprivation ~~                                              
##     Social_deprvtn                     0.006    0.002    3.339    0.001
##     Physical_ctvty                    -0.015    0.003   -5.017    0.000
##   Social_deprivation ~~                                                
##     Physical_ctvty                    -0.025    0.003   -8.555    0.000
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|)
##    .EF_BL     (e2)   18.506    0.398   46.484    0.000
##    .EF_FU1            0.000                           
##    .MEM_BL    (f2)    3.419    0.121   28.359    0.000
##    .MEM_FU1           0.000                           
##    .Vr_F_C.BL         0.000                           
##    .V_F_C.FU1         0.000                           
##    .MAT_Sc.BL         0.000                           
##    .MAT_S.FU1         0.000                           
##    .COG_REYII         0.000                           
##    .COG_REYII         0.000                           
##    .COG_REYI_         0.000                           
##    .COG_REYI_         0.000                           
##    .EF_DELTA  (l2)    3.373    0.545    6.188    0.000
##    .MEM_DELTA (n2)    2.584    0.140   18.413    0.000
##     Mltmrbdty         3.251    0.023  141.502    0.000
##     Education        -0.450    0.027  -16.644    0.000
##     Income            0.459    0.010   45.384    0.000
##     BMI              27.510    0.059  464.042    0.000
##     Source.BL         1.367    0.005  268.371    0.000
##     White             0.475    0.002  285.016    0.000
##     Smoking           0.240    0.013   18.003    0.000
##     Alcohol           0.211    0.027    7.957    0.000
##     Depressin         0.824    0.050   16.567    0.000
##     Age_BL            0.000    0.006    0.000    1.000
##     Langug_BL         1.174    0.004  292.820    0.000
##     Langg_FU1         1.174    0.004  291.523    0.000
##     Mtrl_dprv         0.023    0.004    5.008    0.000
##     Scl_dprvt         0.017    0.004    3.810    0.000
##     Physcl_ct         0.061    0.007    8.794    0.000
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)
##    .EF_BL     (g2)   10.219    0.366   27.953    0.000
##    .EF_FU1            0.000                           
##    .MEM_BL    (h2)    1.931    0.032   59.823    0.000
##    .MEM_FU1           0.000                           
##    .Vr_F_C.BL (i2)   18.201    0.356   51.187    0.000
##    .V_F_C.FU1 (i2)   18.201    0.356   51.187    0.000
##    .MAT_Sc.BL (j2)   45.308    0.719   62.987    0.000
##    .MAT_S.FU1 (j2)   45.308    0.719   62.987    0.000
##    .COG_REYII (k2)    2.607    0.031   83.595    0.000
##    .COG_REYII (k2)    2.607    0.031   83.595    0.000
##    .COG_REYI_         0.000                           
##    .COG_REYI_         0.000                           
##    .EF_DELTA  (m2)    0.682    0.291    2.344    0.019
##    .MEM_DELTA (o2)    1.812    0.034   53.326    0.000
##     Mltmrbdty         4.276    0.068   63.118    0.000
##     Education         6.526    0.098   66.790    0.000
##     Income            0.833    0.013   63.054    0.000
##     BMI              31.286    0.469   66.675    0.000
##     Source.BL         0.232    0.003   66.907    0.000
##     White             0.025    0.000   66.907    0.000
##     Smoking           1.577    0.024   66.668    0.000
##     Alcohol           6.002    0.092   65.047    0.000
##     Depressin        21.989    0.330   66.621    0.000
##     Age_BL            0.342    0.005   66.907    0.000
##     Langug_BL         0.144    0.002   66.907    0.000
##     Langg_FU1         0.144    0.002   66.447    0.000
##     Mtrl_dprv         0.172    0.003   64.840    0.000
##     Scl_dprvt         0.167    0.003   64.871    0.000
##     Physcl_ct         0.387    0.006   63.311    0.000
## 
## 
## Group 3 [45-64 F]:
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)
##   EF_BL =~                                            
##     Vr_F_C.BL (a3)    1.000                           
##     MAT_Sc.BL (b3)    1.205    0.003  385.304    0.000
##   EF_FU1 =~                                           
##     V_F_C.FU1 (a3)    1.000                           
##     MAT_S.FU1 (b3)    1.205    0.003  385.304    0.000
##   MEM_BL =~                                           
##     COG_REYII (c3)    1.000                           
##     COG_REYI_ (d3)    1.291    0.003  492.389    0.000
##   MEM_FU1 =~                                          
##     COG_REYII (c3)    1.000                           
##     COG_REYI_ (d3)    1.291    0.003  492.389    0.000
##   EF_DELTA =~                                         
##     EF_FU1            1.000                           
##   MEM_DELTA =~                                        
##     MEM_FU1           1.000                           
## 
## Regressions:
##                    Estimate  Std.Err  z-value  P(>|z|)
##   EF_DELTA ~                                          
##     EF_BL             0.712    0.019   37.867    0.000
##   MEM_DELTA ~                                         
##     MEM_BL            0.459    0.010   46.568    0.000
##   EF_DELTA ~                                          
##     Mltmrbd          -0.037    0.024   -1.532    0.126
##     Educatn           0.077    0.021    3.748    0.000
##     Income            0.044    0.040    1.110    0.267
##     BMI               0.009    0.006    1.514    0.130
##     Sorc.BL          -0.368    0.075   -4.889    0.000
##     White             0.556    0.196    2.841    0.005
##     Smoking           0.023    0.026    0.888    0.375
##     Alcohol           0.019    0.018    1.052    0.293
##     Deprssn          -0.021    0.008   -2.765    0.006
##   EF_BL ~                                             
##     Mltmrbd          -0.105    0.030   -3.483    0.000
##     Educatn           0.485    0.024   20.597    0.000
##     Income            0.385    0.050    7.657    0.000
##     BMI               0.009    0.008    1.167    0.243
##     Sorc.BL           0.136    0.096    1.416    0.157
##     White             3.885    0.219   17.711    0.000
##     Smoking          -0.137    0.032   -4.244    0.000
##     Alcohol           0.079    0.023    3.493    0.000
##     Deprssn          -0.068    0.009   -7.227    0.000
##     Age_BL           -0.964    0.091  -10.624    0.000
##     Lngg_BL          -0.823    0.124   -6.656    0.000
##   EF_DELTA ~                                          
##     Age_BL           -0.545    0.073   -7.454    0.000
##     Lng_FU1           0.061    0.097    0.632    0.527
##   EF_BL ~                                             
##     Mtrl_dp (c111)   -0.599    0.129   -4.659    0.000
##     Scl_dpr (c121)    0.084    0.123    0.689    0.491
##     Physcl_ (b11c)    0.193    0.060    3.213    0.001
##   EF_DELTA ~                                          
##     Mtrl_dp (c211)   -0.245    0.102   -2.406    0.016
##     Scl_dpr (c221)   -0.147    0.096   -1.534    0.125
##     Physcl_ (b21c)    0.004    0.046    0.088    0.930
##   MEM_DELTA ~                                         
##     Mltmrbd          -0.025    0.010   -2.460    0.014
##     Educatn           0.062    0.008    8.021    0.000
##     Income            0.041    0.016    2.522    0.012
##     BMI              -0.005    0.003   -2.050    0.040
##     Sorc.BL          -0.451    0.031  -14.439    0.000
##     White             0.261    0.075    3.465    0.001
##     Smoking          -0.016    0.011   -1.510    0.131
##     Alcohol           0.010    0.007    1.336    0.181
##     Deprssn          -0.008    0.003   -2.719    0.007
##   MEM_BL ~                                            
##     Mltmrbd          -0.009    0.009   -0.981    0.326
##     Educatn           0.108    0.007   14.840    0.000
##     Income            0.077    0.016    4.942    0.000
##     BMI              -0.002    0.002   -0.773    0.440
##     Sorc.BL           0.209    0.030    7.018    0.000
##     White             0.278    0.068    4.110    0.000
##     Smoking          -0.014    0.010   -1.416    0.157
##     Alcohol           0.029    0.007    4.158    0.000
##     Deprssn          -0.012    0.003   -4.213    0.000
##     Age_BL           -0.104    0.028   -3.703    0.000
##     Lngg_BL          -0.236    0.038   -6.212    0.000
##   MEM_DELTA ~                                         
##     Age_BL           -0.186    0.030   -6.303    0.000
##     Lng_FU1          -0.039    0.040   -0.974    0.330
##   MEM_BL ~                                            
##     Mtrl_dp (c112)   -0.047    0.040   -1.183    0.237
##     Scl_dpr (c122)   -0.027    0.038   -0.718    0.473
##     Physcl_ (b12c)    0.044    0.019    2.363    0.018
##   MEM_DELTA ~                                         
##     Mtrl_dp (c212)   -0.077    0.042   -1.819    0.069
##     Scl_dpr (c222)    0.004    0.040    0.112    0.911
##     Physcl_ (b22c)    0.042    0.019    2.208    0.027
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##  .Verbal_Fluency_Conservative.BL ~~                                    
##    .Vrbl_Fln_C.FU1                    11.223    0.373   30.071    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     21.157    0.627   33.759    0.000
##  .COG_REYI_SCORE.BL ~~                                                 
##    .COG_REYI_SCORE                     0.000                           
##  .COG_REYII_SCORE.BL ~~                                                
##    .COG_REYII_SCOR                     0.559    0.026   21.217    0.000
##  .MEM_BL ~~                                                            
##    .EF_DELTA                           0.235    0.058    4.083    0.000
##  .EF_BL ~~                                                             
##    .MEM_DELTA                          0.985    0.073   13.447    0.000
##    .MEM_BL                             1.628    0.071   22.931    0.000
##  .EF_DELTA ~~                                                          
##    .MEM_DELTA                          0.241    0.054    4.502    0.000
##   Multimorbidity ~~                                                    
##     Education                         -0.518    0.035  -14.844    0.000
##     Income                            -0.419    0.019  -21.874    0.000
##     BMI                                2.996    0.106   28.268    0.000
##     Source.BL                         -0.005    0.008   -0.649    0.516
##     White                              0.004    0.003    1.194    0.233
##     Smoking                            0.194    0.024    8.120    0.000
##     Alcohol                           -0.593    0.036  -16.306    0.000
##     Depression                         2.185    0.086   25.487    0.000
##     Age_BL                             0.223    0.009   25.210    0.000
##     Language_BL                       -0.014    0.006   -2.223    0.026
##     Language_FU1                      -0.014    0.006   -2.222    0.026
##     Materil_dprvtn                     0.072    0.007   11.098    0.000
##     Social_deprvtn                     0.070    0.007   10.544    0.000
##     Physical_ctvty                    -0.231    0.014  -16.415    0.000
##   Education ~~                                                         
##     Income                             0.825    0.024   34.539    0.000
##     BMI                               -1.930    0.124  -15.555    0.000
##     Source.BL                         -0.114    0.009  -12.121    0.000
##     White                             -0.020    0.004   -4.844    0.000
##     Smoking                           -0.747    0.030  -25.148    0.000
##     Alcohol                            0.785    0.044   17.806    0.000
##     Depression                        -1.304    0.101  -12.937    0.000
##     Age_BL                            -0.104    0.010   -9.924    0.000
##     Language_BL                       -0.046    0.007   -6.180    0.000
##     Language_FU1                      -0.045    0.007   -6.103    0.000
##     Materil_dprvtn                    -0.229    0.008  -28.233    0.000
##     Social_deprvtn                    -0.076    0.008   -9.467    0.000
##     Physical_ctvty                     0.161    0.017    9.466    0.000
##   Income ~~                                                            
##     BMI                               -1.101    0.068  -16.291    0.000
##     Source.BL                         -0.043    0.005   -8.414    0.000
##     White                              0.010    0.002    4.436    0.000
##     Smoking                           -0.293    0.016  -18.418    0.000
##     Alcohol                            0.648    0.024   26.641    0.000
##     Depression                        -1.416    0.056  -25.251    0.000
##     Age_BL                            -0.137    0.006  -23.605    0.000
##     Language_BL                       -0.060    0.004  -14.900    0.000
##     Language_FU1                      -0.060    0.004  -14.701    0.000
##     Materil_dprvtn                    -0.144    0.004  -32.412    0.000
##     Social_deprvtn                    -0.148    0.005  -32.544    0.000
##     Physical_ctvty                     0.131    0.009   14.181    0.000
##   BMI ~~                                                               
##     Source.BL                         -0.096    0.028   -3.468    0.001
##     White                              0.043    0.012    3.554    0.000
##     Smoking                            0.201    0.085    2.359    0.018
##     Alcohol                           -3.020    0.131  -23.134    0.000
##     Depression                         3.862    0.297   12.997    0.000
##     Age_BL                             0.258    0.031    8.364    0.000
##     Language_BL                       -0.113    0.022   -5.196    0.000
##     Language_FU1                      -0.115    0.022   -5.256    0.000
##     Materil_dprvtn                     0.339    0.023   14.513    0.000
##     Social_deprvtn                     0.216    0.024    9.134    0.000
##     Physical_ctvty                    -0.874    0.050  -17.466    0.000
##   Source.BL ~~                                                         
##     White                              0.003    0.001    2.809    0.005
##     Smoking                            0.033    0.006    5.013    0.000
##     Alcohol                           -0.084    0.010   -8.568    0.000
##     Depression                         0.020    0.022    0.889    0.374
##     Age_BL                            -0.006    0.002   -2.461    0.014
##     Language_BL                       -0.005    0.002   -3.238    0.001
##     Language_FU1                      -0.005    0.002   -2.793    0.005
##     Materil_dprvtn                     0.030    0.002   17.002    0.000
##     Social_deprvtn                    -0.000    0.002   -0.179    0.858
##     Physical_ctvty                    -0.004    0.004   -1.078    0.281
##   White ~~                                                             
##     Smoking                            0.032    0.003   11.416    0.000
##     Alcohol                            0.058    0.004   13.048    0.000
##     Depression                        -0.038    0.010   -3.837    0.000
##     Age_BL                             0.005    0.001    5.303    0.000
##     Language_BL                        0.003    0.001    4.025    0.000
##     Language_FU1                       0.003    0.001    4.494    0.000
##     Materil_dprvtn                    -0.003    0.001   -4.002    0.000
##     Social_deprvtn                     0.002    0.001    2.631    0.009
##     Physical_ctvty                    -0.000    0.002   -0.277    0.782
##   Smoking ~~                                                           
##     Alcohol                            0.093    0.030    3.076    0.002
##     Depression                         0.941    0.070   13.472    0.000
##     Age_BL                            -0.010    0.007   -1.316    0.188
##     Language_BL                        0.054    0.005   10.390    0.000
##     Language_FU1                       0.056    0.005   10.811    0.000
##     Materil_dprvtn                     0.078    0.005   14.307    0.000
##     Social_deprvtn                     0.084    0.006   15.102    0.000
##     Physical_ctvty                    -0.063    0.012   -5.344    0.000
##   Alcohol ~~                                                           
##     Depression                        -1.460    0.105  -13.879    0.000
##     Age_BL                             0.006    0.011    0.556    0.578
##     Language_BL                        0.064    0.008    8.290    0.000
##     Language_FU1                       0.067    0.008    8.751    0.000
##     Materil_dprvtn                    -0.152    0.008  -18.350    0.000
##     Social_deprvtn                    -0.067    0.008   -8.037    0.000
##     Physical_ctvty                     0.137    0.018    7.794    0.000
##   Depression ~~                                                        
##     Age_BL                            -0.039    0.025   -1.554    0.120
##     Language_BL                        0.044    0.018    2.464    0.014
##     Language_FU1                       0.042    0.018    2.335    0.020
##     Materil_dprvtn                     0.228    0.019   12.018    0.000
##     Social_deprvtn                     0.218    0.019   11.295    0.000
##     Physical_ctvty                    -0.520    0.041  -12.692    0.000
##   Age_BL ~~                                                            
##     Language_BL                       -0.000    0.002   -0.088    0.930
##     Language_FU1                      -0.000    0.002   -0.269    0.788
##     Materil_dprvtn                    -0.001    0.002   -0.437    0.662
##     Social_deprvtn                     0.011    0.002    5.516    0.000
##     Physical_ctvty                    -0.077    0.004  -18.121    0.000
##   Language_BL ~~                                                       
##     Language_FU1                       0.142    0.002   77.176    0.000
##     Materil_dprvtn                     0.026    0.001   18.345    0.000
##     Social_deprvtn                     0.023    0.001   15.882    0.000
##     Physical_ctvty                    -0.013    0.003   -4.231    0.000
##   Language_FU1 ~~                                                      
##     Materil_dprvtn                     0.026    0.001   18.155    0.000
##     Social_deprvtn                     0.023    0.001   15.821    0.000
##     Physical_ctvty                    -0.013    0.003   -4.343    0.000
##   Material_deprivation ~~                                              
##     Social_deprvtn                     0.016    0.001   10.897    0.000
##     Physical_ctvty                    -0.016    0.003   -5.000    0.000
##   Social_deprivation ~~                                                
##     Physical_ctvty                    -0.023    0.003   -7.171    0.000
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|)
##    .EF_BL     (e3)   21.640    0.321   67.418    0.000
##    .EF_FU1            0.000                           
##    .MEM_BL    (f3)    5.122    0.099   51.649    0.000
##    .MEM_FU1           0.000                           
##    .Vr_F_C.BL         0.000                           
##    .V_F_C.FU1         0.000                           
##    .MAT_Sc.BL         0.000                           
##    .MAT_S.FU1         0.000                           
##    .COG_REYII         0.000                           
##    .COG_REYII         0.000                           
##    .COG_REYI_         0.000                           
##    .COG_REYI_         0.000                           
##    .EF_DELTA  (l3)    6.220    0.478   13.004    0.000
##    .MEM_DELTA (n3)    4.109    0.117   35.268    0.000
##     Mltmrbdty         1.935    0.016  120.764    0.000
##     Education         0.403    0.019   20.729    0.000
##     Income            0.289    0.011   27.435    0.000
##     BMI              27.762    0.057  485.554    0.000
##     Source.BL         1.366    0.004  313.651    0.000
##     White             0.454    0.002  239.407    0.000
##     Smoking           0.446    0.013   33.101    0.000
##     Alcohol          -0.610    0.020  -30.211    0.000
##     Depressin         0.882    0.047   18.944    0.000
##     Age_BL            0.000    0.005    0.000    1.000
##     Langug_BL         1.177    0.003  341.263    0.000
##     Langg_FU1         1.176    0.003  340.631    0.000
##     Mtrl_dprv         0.033    0.004    9.108    0.000
##     Scl_dprvt         0.026    0.004    6.896    0.000
##     Physcl_ct         0.082    0.008   10.442    0.000
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)
##    .EF_BL     (g3)   10.968    0.349   31.459    0.000
##    .EF_FU1            0.000                           
##    .MEM_BL    (h3)    2.293    0.031   72.872    0.000
##    .MEM_FU1           0.000                           
##    .Vr_F_C.BL (i3)   24.129    0.364   66.309    0.000
##    .V_F_C.FU1 (i3)   24.129    0.364   66.309    0.000
##    .MAT_Sc.BL (j3)   42.692    0.598   71.403    0.000
##    .MAT_S.FU1 (j3)   42.692    0.598   71.403    0.000
##    .COG_REYII (k3)    2.446    0.024  100.723    0.000
##    .COG_REYII (k3)    2.446    0.024  100.723    0.000
##    .COG_REYI_         0.000                           
##    .COG_REYI_         0.000                           
##    .EF_DELTA  (m3)    0.960    0.233    4.117    0.000
##    .MEM_DELTA (o3)    2.116    0.032   66.986    0.000
##     Mltmrbdty         2.979    0.039   75.495    0.000
##     Education         4.613    0.059   78.140    0.000
##     Income            1.307    0.017   76.124    0.000
##     BMI              39.769    0.511   77.878    0.000
##     Source.BL         0.232    0.003   78.211    0.000
##     White             0.044    0.001   78.211    0.000
##     Smoking           2.208    0.028   78.038    0.000
##     Alcohol           4.868    0.063   76.912    0.000
##     Depressin        26.466    0.339   78.113    0.000
##     Age_BL            0.290    0.004   78.211    0.000
##     Langug_BL         0.145    0.002   78.211    0.000
##     Langg_FU1         0.145    0.002   77.836    0.000
##     Mtrl_dprv         0.158    0.002   76.681    0.000
##     Scl_dprvt         0.163    0.002   76.680    0.000
##     Physcl_ct         0.683    0.009   74.691    0.000
## 
## 
## Group 4 [65+ M]:
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)
##   EF_BL =~                                            
##     Vr_F_C.BL (a4)    1.000                           
##     MAT_Sc.BL (b4)    1.278    0.005  273.607    0.000
##   EF_FU1 =~                                           
##     V_F_C.FU1 (a4)    1.000                           
##     MAT_S.FU1 (b4)    1.278    0.005  273.607    0.000
##   MEM_BL =~                                           
##     COG_REYII (c4)    1.000                           
##     COG_REYI_ (d4)    1.599    0.007  244.708    0.000
##   MEM_FU1 =~                                          
##     COG_REYII (c4)    1.000                           
##     COG_REYI_ (d4)    1.599    0.007  244.708    0.000
##   EF_DELTA =~                                         
##     EF_FU1            1.000                           
##   MEM_DELTA =~                                        
##     MEM_FU1           1.000                           
## 
## Regressions:
##                    Estimate  Std.Err  z-value  P(>|z|)
##   EF_DELTA ~                                          
##     EF_BL             0.834    0.025   33.262    0.000
##   MEM_DELTA ~                                         
##     MEM_BL            0.424    0.012   34.970    0.000
##   EF_DELTA ~                                          
##     Mltmrbd          -0.052    0.026   -2.014    0.044
##     Educatn           0.035    0.023    1.552    0.121
##     Income           -0.016    0.055   -0.281    0.779
##     BMI               0.032    0.011    2.827    0.005
##     Sorc.BL          -0.486    0.097   -4.989    0.000
##     White            -0.065    0.238   -0.275    0.783
##     Smoking          -0.011    0.041   -0.256    0.798
##     Alcohol           0.020    0.020    1.040    0.298
##     Deprssn          -0.001    0.012   -0.123    0.902
##   EF_BL ~                                             
##     Mltmrbd           0.002    0.029    0.085    0.933
##     Educatn           0.478    0.022   21.515    0.000
##     Income            0.543    0.064    8.466    0.000
##     BMI              -0.009    0.013   -0.701    0.483
##     Sorc.BL          -0.096    0.113   -0.853    0.394
##     White             2.315    0.261    8.878    0.000
##     Smoking          -0.089    0.047   -1.900    0.057
##     Alcohol           0.170    0.022    7.719    0.000
##     Deprssn          -0.065    0.013   -4.867    0.000
##     Age_BL           -2.198    0.097  -22.610    0.000
##     Lngg_BL          -1.488    0.146  -10.216    0.000
##   EF_DELTA ~                                          
##     Age_BL           -0.554    0.100   -5.526    0.000
##     Lng_FU1           0.039    0.131    0.300    0.764
##   EF_BL ~                                             
##     Mtrl_dp (c111)   -0.366    0.146   -2.506    0.012
##     Scl_dpr (c121)    0.145    0.132    1.094    0.274
##     Physcl_ (b11d)    0.240    0.084    2.842    0.004
##   EF_DELTA ~                                          
##     Mtrl_dp (c211)    0.041    0.129    0.321    0.749
##     Scl_dpr (c221)    0.020    0.115    0.169    0.866
##     Physcl_ (b21d)    0.246    0.070    3.488    0.000
##   MEM_DELTA ~                                         
##     Mltmrbd          -0.003    0.008   -0.420    0.674
##     Educatn           0.034    0.006    5.893    0.000
##     Income            0.079    0.016    4.918    0.000
##     BMI               0.006    0.003    1.755    0.079
##     Sorc.BL          -0.250    0.029   -8.689    0.000
##     White             0.049    0.068    0.718    0.473
##     Smoking          -0.022    0.012   -1.822    0.068
##     Alcohol           0.017    0.006    2.998    0.003
##     Deprssn          -0.003    0.003   -0.817    0.414
##   MEM_BL ~                                            
##     Mltmrbd          -0.001    0.007   -0.098    0.922
##     Educatn           0.062    0.005   11.984    0.000
##     Income            0.099    0.015    6.607    0.000
##     BMI               0.003    0.003    0.881    0.378
##     Sorc.BL           0.108    0.026    4.129    0.000
##     White             0.259    0.061    4.248    0.000
##     Smoking          -0.026    0.011   -2.378    0.017
##     Alcohol           0.029    0.005    5.620    0.000
##     Deprssn          -0.016    0.003   -5.128    0.000
##     Age_BL           -0.513    0.023  -22.496    0.000
##     Lngg_BL          -0.153    0.034   -4.509    0.000
##   MEM_DELTA ~                                         
##     Age_BL           -0.399    0.026  -15.501    0.000
##     Lng_FU1           0.057    0.037    1.517    0.129
##   MEM_BL ~                                            
##     Mtrl_dp (c122)   -0.018    0.024   -0.780    0.436
##     Scl_dpr (c122)   -0.018    0.024   -0.780    0.436
##     Physcl_ (b12d)    0.079    0.020    4.026    0.000
##   MEM_DELTA ~                                         
##     Mtrl_dp (c212)    0.008    0.038    0.218    0.827
##     Scl_dpr (c222)    0.038    0.034    1.120    0.263
##     Physcl_ (b22d)    0.095    0.021    4.557    0.000
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##  .Verbal_Fluency_Conservative.BL ~~                                    
##    .Vrbl_Fln_C.FU1                     9.422    0.420   22.419    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     27.289    0.868   31.422    0.000
##  .COG_REYI_SCORE.BL ~~                                                 
##    .COG_REYI_SCORE                     0.000                           
##  .COG_REYII_SCORE.BL ~~                                                
##    .COG_REYII_SCOR                     0.605    0.029   21.026    0.000
##  .MEM_BL ~~                                                            
##    .EF_DELTA                           0.122    0.054    2.258    0.024
##  .EF_BL ~~                                                             
##    .MEM_DELTA                          0.646    0.062   10.347    0.000
##    .MEM_BL                             1.397    0.060   23.150    0.000
##  .EF_DELTA ~~                                                          
##    .MEM_DELTA                          0.329    0.050    6.601    0.000
##   Multimorbidity ~~                                                    
##     Education                         -0.522    0.060   -8.737    0.000
##     Income                            -0.187    0.022   -8.395    0.000
##     BMI                                1.577    0.098   16.170    0.000
##     Source.BL                          0.028    0.011    2.669    0.008
##     White                              0.003    0.005    0.665    0.506
##     Smoking                            0.207    0.026    7.991    0.000
##     Alcohol                           -0.471    0.056   -8.378    0.000
##     Depression                         1.674    0.094   17.815    0.000
##     Age_BL                             0.196    0.013   15.078    0.000
##     Language_BL                       -0.003    0.008   -0.313    0.754
##     Language_FU1                      -0.002    0.008   -0.270    0.788
##     Materil_dprvtn                     0.046    0.009    5.096    0.000
##     Social_deprvtn                     0.044    0.009    4.735    0.000
##     Physical_ctvty                    -0.277    0.017  -16.637    0.000
##   Education ~~                                                         
##     Income                             0.938    0.030   31.644    0.000
##     BMI                               -1.234    0.121  -10.176    0.000
##     Source.BL                         -0.150    0.014  -11.047    0.000
##     White                             -0.029    0.006   -5.126    0.000
##     Smoking                           -0.560    0.033  -16.957    0.000
##     Alcohol                            1.062    0.071   14.850    0.000
##     Depression                        -0.944    0.115   -8.207    0.000
##     Age_BL                            -0.155    0.016   -9.565    0.000
##     Language_BL                       -0.062    0.010   -5.980    0.000
##     Language_FU1                      -0.061    0.010   -5.926    0.000
##     Materil_dprvtn                    -0.296    0.012  -24.944    0.000
##     Social_deprvtn                    -0.090    0.012   -7.533    0.000
##     Physical_ctvty                     0.128    0.021    6.158    0.000
##   Income ~~                                                            
##     BMI                               -0.090    0.045   -1.993    0.046
##     Source.BL                         -0.053    0.005  -10.495    0.000
##     White                              0.011    0.002    5.006    0.000
##     Smoking                           -0.130    0.012  -10.627    0.000
##     Alcohol                            0.484    0.027   18.025    0.000
##     Depression                        -0.642    0.043  -14.782    0.000
##     Age_BL                            -0.052    0.006   -8.596    0.000
##     Language_BL                       -0.048    0.004  -12.384    0.000
##     Language_FU1                      -0.048    0.004  -12.355    0.000
##     Materil_dprvtn                    -0.125    0.004  -27.832    0.000
##     Social_deprvtn                    -0.089    0.005  -19.677    0.000
##     Physical_ctvty                     0.086    0.008   11.157    0.000
##   BMI ~~                                                               
##     Source.BL                         -0.221    0.022  -10.084    0.000
##     White                              0.063    0.009    6.837    0.000
##     Smoking                            0.217    0.053    4.118    0.000
##     Alcohol                           -0.756    0.114   -6.609    0.000
##     Depression                         0.527    0.185    2.841    0.004
##     Age_BL                            -0.345    0.026  -13.062    0.000
##     Language_BL                        0.011    0.017    0.668    0.504
##     Language_FU1                       0.007    0.017    0.438    0.661
##     Materil_dprvtn                     0.100    0.019    5.379    0.000
##     Social_deprvtn                     0.038    0.019    1.986    0.047
##     Physical_ctvty                    -0.281    0.034   -8.382    0.000
##   Source.BL ~~                                                         
##     White                              0.001    0.001    0.609    0.542
##     Smoking                            0.024    0.006    4.095    0.000
##     Alcohol                           -0.074    0.013   -5.837    0.000
##     Depression                         0.073    0.021    3.515    0.000
##     Age_BL                             0.017    0.003    5.713    0.000
##     Language_BL                       -0.003    0.002   -1.390    0.165
##     Language_FU1                      -0.002    0.002   -0.816    0.415
##     Materil_dprvtn                     0.041    0.002   19.407    0.000
##     Social_deprvtn                     0.000    0.002    0.025    0.980
##     Physical_ctvty                    -0.014    0.004   -3.766    0.000
##   White ~~                                                             
##     Smoking                            0.013    0.002    5.249    0.000
##     Alcohol                            0.048    0.006    8.590    0.000
##     Depression                        -0.017    0.009   -1.903    0.057
##     Age_BL                             0.002    0.001    1.882    0.060
##     Language_BL                        0.005    0.001    6.069    0.000
##     Language_FU1                       0.005    0.001    6.160    0.000
##     Materil_dprvtn                    -0.003    0.001   -2.889    0.004
##     Social_deprvtn                     0.003    0.001    3.151    0.002
##     Physical_ctvty                     0.002    0.002    1.063    0.288
##   Smoking ~~                                                           
##     Alcohol                            0.097    0.031    3.160    0.002
##     Depression                         0.353    0.050    7.058    0.000
##     Age_BL                            -0.032    0.007   -4.555    0.000
##     Language_BL                        0.029    0.004    6.552    0.000
##     Language_FU1                       0.030    0.005    6.649    0.000
##     Materil_dprvtn                     0.049    0.005    9.884    0.000
##     Social_deprvtn                     0.050    0.005    9.738    0.000
##     Physical_ctvty                    -0.066    0.009   -7.351    0.000
##   Alcohol ~~                                                           
##     Depression                        -0.602    0.108   -5.550    0.000
##     Age_BL                            -0.047    0.015   -3.101    0.002
##     Language_BL                        0.033    0.010    3.420    0.001
##     Language_FU1                       0.034    0.010    3.504    0.000
##     Materil_dprvtn                    -0.151    0.011  -13.848    0.000
##     Social_deprvtn                    -0.066    0.011   -5.904    0.000
##     Physical_ctvty                     0.138    0.019    7.092    0.000
##   Depression ~~                                                        
##     Age_BL                             0.102    0.025    4.091    0.000
##     Language_BL                        0.024    0.016    1.516    0.130
##     Language_FU1                       0.029    0.016    1.807    0.071
##     Materil_dprvtn                     0.097    0.018    5.542    0.000
##     Social_deprvtn                     0.134    0.018    7.361    0.000
##     Physical_ctvty                    -0.341    0.032  -10.634    0.000
##   Age_BL ~~                                                            
##     Language_BL                       -0.003    0.002   -1.395    0.163
##     Language_FU1                      -0.003    0.002   -1.209    0.227
##     Materil_dprvtn                    -0.004    0.002   -1.789    0.074
##     Social_deprvtn                     0.012    0.003    4.595    0.000
##     Physical_ctvty                    -0.100    0.005  -21.820    0.000
##   Language_BL ~~                                                       
##     Language_FU1                       0.130    0.002   65.548    0.000
##     Materil_dprvtn                     0.024    0.002   15.004    0.000
##     Social_deprvtn                     0.023    0.002   13.736    0.000
##     Physical_ctvty                    -0.003    0.003   -1.111    0.266
##   Language_FU1 ~~                                                      
##     Materil_dprvtn                     0.024    0.002   14.699    0.000
##     Social_deprvtn                     0.022    0.002   13.351    0.000
##     Physical_ctvty                    -0.003    0.003   -1.098    0.272
##   Material_deprivation ~~                                              
##     Social_deprvtn                     0.011    0.002    5.929    0.000
##     Physical_ctvty                    -0.008    0.003   -2.644    0.008
##   Social_deprivation ~~                                                
##     Physical_ctvty                    -0.030    0.003   -9.154    0.000
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|)
##    .EF_BL     (e4)   20.855    0.446   46.730    0.000
##    .EF_FU1            0.000                           
##    .MEM_BL    (f4)    2.905    0.104   27.813    0.000
##    .MEM_FU1           0.000                           
##    .Vr_F_C.BL         0.000                           
##    .V_F_C.FU1         0.000                           
##    .MAT_Sc.BL         0.000                           
##    .MAT_S.FU1         0.000                           
##    .COG_REYII         0.000                           
##    .COG_REYII         0.000                           
##    .COG_REYI_         0.000                           
##    .COG_REYI_         0.000                           
##    .EF_DELTA  (l4)    2.408    0.650    3.704    0.000
##    .MEM_DELTA (n4)    1.912    0.120   15.944    0.000
##     Mltmrbdty         2.893    0.022  129.444    0.000
##     Education        -0.829    0.028  -29.455    0.000
##     Income           -0.075    0.011   -7.099    0.000
##     BMI              27.627    0.046  606.252    0.000
##     Source.BL         1.354    0.005  266.289    0.000
##     White             0.457    0.002  211.979    0.000
##     Smoking          -0.471    0.012  -38.384    0.000
##     Alcohol          -0.865    0.027  -32.519    0.000
##     Depressin         0.580    0.043   13.402    0.000
##     Age_BL            0.000    0.006    0.000    1.000
##     Langug_BL         1.159    0.004  298.102    0.000
##     Langg_FU1         1.158    0.004  297.371    0.000
##     Mtrl_dprv         0.027    0.004    6.326    0.000
##     Scl_dprvt         0.039    0.004    8.680    0.000
##     Physcl_ct         0.031    0.008    3.993    0.000
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)
##    .EF_BL     (g4)    9.991    0.392   25.506    0.000
##    .EF_FU1            0.000                           
##    .MEM_BL    (h4)    1.226    0.021   57.104    0.000
##    .MEM_FU1           0.000                           
##    .Vr_F_C.BL (i4)   21.571    0.407   52.987    0.000
##    .V_F_C.FU1 (i4)   21.571    0.407   52.987    0.000
##    .MAT_Sc.BL (j4)   49.838    0.830   60.079    0.000
##    .MAT_S.FU1 (j4)   49.838    0.830   60.079    0.000
##    .COG_REYII (k4)    2.213    0.027   82.900    0.000
##    .COG_REYII (k4)    2.213    0.027   82.900    0.000
##    .COG_REYI_         0.000                           
##    .COG_REYI_         0.000                           
##    .EF_DELTA  (m4)    1.265    0.307    4.123    0.000
##    .MEM_DELTA (o4)    1.122    0.022   51.492    0.000
##     Mltmrbdty         4.030    0.064   63.142    0.000
##     Education         6.983    0.105   66.354    0.000
##     Income            0.934    0.014   64.425    0.000
##     BMI              18.305    0.276   66.369    0.000
##     Source.BL         0.229    0.003   66.502    0.000
##     White             0.041    0.001   66.502    0.000
##     Smoking           1.320    0.020   66.250    0.000
##     Alcohol           6.119    0.093   65.645    0.000
##     Depressin        16.421    0.248   66.249    0.000
##     Age_BL            0.330    0.005   66.502    0.000
##     Langug_BL         0.134    0.002   66.502    0.000
##     Langg_FU1         0.133    0.002   65.880    0.000
##     Mtrl_dprv         0.158    0.002   64.875    0.000
##     Scl_dprvt         0.168    0.003   64.916    0.000
##     Physcl_ct         0.480    0.008   62.969    0.000
fitMeasures(mdl4_multi_fit, c("cfi","tli","rmsea","rmsea.ci.lower","rmsea.ci.upper"))
##            cfi            tli          rmsea rmsea.ci.lower rmsea.ci.upper 
##          0.950          0.914          0.042          0.041          0.043
parameterEstimates(mdl4_multi_fit,standardized=TRUE,output="text",fmi=TRUE,remove.nonfree=TRUE)
## 
## 
## Group 1 []:
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_BL =~                                                              
##     MAT_Sc.BL (b1)    1.237    0.003  365.420    0.000    1.231    1.244
##   EF_FU1 =~                                                             
##     MAT_S.FU1 (b1)    1.237    0.003  365.420    0.000    1.231    1.244
##   MEM_BL =~                                                             
##     COG_REYI_ (d1)    1.402    0.003  402.394    0.000    1.395    1.409
##   MEM_FU1 =~                                                            
##     COG_REYI_ (d1)    1.402    0.003  402.394    0.000    1.395    1.409
##    Std.lv  Std.all      FMI
##                            
##     5.184    0.596    0.065
##                            
##     4.400    0.533    0.065
##                            
##     1.871    1.000    0.094
##                            
##     2.019    1.000    0.094
## 
## Regressions:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_DELTA ~                                                            
##     EF_BL             0.770    0.018   43.462    0.000    0.735    0.805
##   MEM_DELTA ~                                                           
##     MEM_BL            0.428    0.010   42.513    0.000    0.409    0.448
##   EF_DELTA ~                                                            
##     Mltmrbd          -0.040    0.027   -1.468    0.142   -0.094    0.014
##     Educatn           0.063    0.021    2.958    0.003    0.021    0.105
##     Income            0.024    0.042    0.574    0.566   -0.058    0.107
##     BMI              -0.002    0.008   -0.257    0.797   -0.018    0.014
##     Sorc.BL          -0.524    0.080   -6.512    0.000   -0.682   -0.366
##     White             0.537    0.185    2.895    0.004    0.173    0.900
##     Smoking          -0.005    0.029   -0.179    0.858   -0.061    0.051
##     Alcohol           0.047    0.018    2.556    0.011    0.011    0.083
##     Deprssn          -0.004    0.009   -0.456    0.648   -0.022    0.013
##   EF_BL ~                                                               
##     Mltmrbd          -0.001    0.035   -0.041    0.967   -0.070    0.067
##     Educatn           0.508    0.025   20.251    0.000    0.459    0.557
##     Income            0.487    0.054    8.989    0.000    0.381    0.593
##     BMI               0.002    0.011    0.165    0.869   -0.019    0.022
##     Sorc.BL           0.020    0.105    0.190    0.849   -0.185    0.225
##     White             4.092    0.215   19.013    0.000    3.671    4.514
##     Smoking          -0.088    0.036   -2.427    0.015   -0.159   -0.017
##     Alcohol           0.122    0.024    5.160    0.000    0.076    0.169
##     Deprssn          -0.071    0.011   -6.184    0.000   -0.093   -0.048
##     Age_BL           -1.293    0.096  -13.442    0.000   -1.481   -1.104
##     Lngg_BL          -1.102    0.133   -8.257    0.000   -1.363   -0.840
##   EF_DELTA ~                                                            
##     Age_BL           -0.407    0.077   -5.278    0.000   -0.558   -0.256
##     Lng_FU1           0.031    0.102    0.299    0.765   -0.170    0.231
##   EF_BL ~                                                               
##     Mtrl_dp (c111)   -0.607    0.141   -4.312    0.000   -0.883   -0.331
##     Scl_dpr (c121)    0.040    0.130    0.307    0.759   -0.214    0.294
##     Physcl_ (b11a)    0.102    0.060    1.684    0.092   -0.017    0.220
##   EF_DELTA ~                                                            
##     Mtrl_dp (c211)    0.008    0.109    0.072    0.943   -0.206    0.222
##     Scl_dpr (c221)    0.127    0.099    1.277    0.202   -0.068    0.322
##     Physcl_ (b21a)    0.046    0.045    1.023    0.306   -0.042    0.134
##   MEM_DELTA ~                                                           
##     Mltmrbd          -0.013    0.009   -1.430    0.153   -0.031    0.005
##     Educatn           0.068    0.007   10.208    0.000    0.055    0.081
##     Income            0.030    0.014    2.127    0.033    0.002    0.057
##     BMI              -0.003    0.003   -0.913    0.361   -0.008    0.003
##     Sorc.BL          -0.407    0.027  -14.936    0.000   -0.460   -0.353
##     White             0.335    0.058    5.744    0.000    0.220    0.449
##     Smoking          -0.036    0.010   -3.667    0.000   -0.055   -0.017
##     Alcohol           0.014    0.006    2.225    0.026    0.002    0.026
##     Deprssn          -0.013    0.003   -4.211    0.000   -0.019   -0.007
##   MEM_BL ~                                                              
##     Mltmrbd          -0.017    0.009   -1.930    0.054   -0.034    0.000
##     Educatn           0.088    0.006   14.149    0.000    0.076    0.100
##     Income            0.070    0.013    5.192    0.000    0.043    0.096
##     BMI              -0.004    0.003   -1.457    0.145   -0.009    0.001
##     Sorc.BL           0.004    0.026    0.157    0.875   -0.047    0.055
##     White             0.386    0.053    7.213    0.000    0.281    0.490
##     Smoking          -0.015    0.009   -1.705    0.088   -0.033    0.002
##     Alcohol           0.003    0.006    0.433    0.665   -0.009    0.014
##     Deprssn          -0.019    0.003   -6.618    0.000   -0.024   -0.013
##     Age_BL           -0.267    0.024  -11.186    0.000   -0.314   -0.220
##     Lngg_BL          -0.232    0.033   -7.054    0.000   -0.296   -0.167
##   MEM_DELTA ~                                                           
##     Age_BL           -0.270    0.025  -10.761    0.000   -0.320   -0.221
##     Lng_FU1          -0.066    0.034   -1.935    0.053   -0.133    0.001
##   MEM_BL ~                                                              
##     Mtrl_dp (c112)   -0.190    0.035   -5.445    0.000   -0.259   -0.122
##     Scl_dpr (c122)    0.013    0.032    0.408    0.683   -0.050    0.076
##     Physcl_ (b12a)    0.022    0.015    1.465    0.143   -0.007    0.051
##   MEM_DELTA ~                                                           
##     Mtrl_dp (c212)   -0.110    0.037   -2.987    0.003   -0.182   -0.038
##     Scl_dpr (c222)   -0.000    0.034   -0.008    0.994   -0.066    0.066
##     Physcl_ (b22a)    0.041    0.015    2.717    0.007    0.012    0.071
##    Std.lv  Std.all      FMI
##                            
##     0.907    0.907    0.233
##                            
##     0.397    0.397    0.218
##                            
##    -0.011   -0.018    0.294
##     0.018    0.039    0.239
##     0.007    0.008    0.245
##    -0.001   -0.003    0.225
##    -0.147   -0.071    0.229
##     0.151    0.035    0.274
##    -0.001   -0.002    0.276
##     0.013    0.029    0.242
##    -0.001   -0.005    0.249
##                            
##    -0.000   -0.001    0.084
##     0.121    0.267    0.036
##     0.116    0.131    0.072
##     0.000    0.002    0.035
##     0.005    0.002    0.033
##     0.977    0.229    0.041
##    -0.021   -0.030    0.036
##     0.029    0.065    0.049
##    -0.017   -0.077    0.036
##    -0.309   -0.168    0.033
##    -0.263   -0.100    0.029
##                            
##    -0.114   -0.062    0.224
##     0.009    0.003    0.207
##                            
##    -0.145   -0.057    0.073
##     0.009    0.004    0.072
##     0.024    0.021    0.118
##                            
##     0.002    0.001    0.269
##     0.036    0.015    0.259
##     0.013    0.011    0.254
##                            
##    -0.009   -0.015    0.260
##     0.047    0.104    0.217
##     0.021    0.023    0.228
##    -0.002   -0.009    0.206
##    -0.282   -0.136    0.199
##     0.232    0.054    0.264
##    -0.025   -0.036    0.253
##     0.010    0.021    0.216
##    -0.009   -0.040    0.223
##                            
##    -0.013   -0.020    0.092
##     0.066    0.145    0.044
##     0.052    0.059    0.080
##    -0.003   -0.014    0.041
##     0.003    0.001    0.045
##     0.289    0.068    0.053
##    -0.011   -0.017    0.043
##     0.002    0.004    0.060
##    -0.014   -0.064    0.039
##    -0.200   -0.109    0.043
##    -0.174   -0.066    0.028
##                            
##    -0.188   -0.102    0.200
##    -0.046   -0.017    0.179
##                            
##    -0.142   -0.056    0.082
##     0.010    0.004    0.080
##     0.016    0.015    0.134
##                            
##    -0.076   -0.030    0.242
##    -0.000   -0.000    0.232
##     0.029    0.025    0.229
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##   Verbal_Fluency_Conservative.BL ~~                                    
##     Vrbl_Fln_C.FU1                    11.642    0.411   28.356    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     26.367    0.735   35.870    0.000
##   COG_REYII_SCORE.BL ~~                                                
##     COG_REYII_SCOR                     0.600    0.024   25.357    0.000
##  .MEM_BL ~~                                                            
##    .EF_DELTA                           0.143    0.050    2.828    0.005
##  .EF_BL ~~                                                             
##    .MEM_DELTA                          0.783    0.065   12.044    0.000
##    .MEM_BL                             1.494    0.065   23.021    0.000
##  .EF_DELTA ~~                                                          
##    .MEM_DELTA                          0.336    0.047    7.115    0.000
##   Multimorbidity ~~                                                    
##     Education                         -0.488    0.034  -14.556    0.000
##     Income                            -0.317    0.018  -18.053    0.000
##     BMI                                1.930    0.077   25.201    0.000
##     Source.BL                          0.004    0.007    0.565    0.572
##     White                              0.004    0.004    1.057    0.291
##     Smoking                            0.311    0.022   14.072    0.000
##     Alcohol                           -0.440    0.034  -12.894    0.000
##     Depression                         1.584    0.071   22.271    0.000
##     Age_BL                             0.203    0.008   24.097    0.000
##     Language_BL                       -0.013    0.006   -2.231    0.026
##     Language_FU1                      -0.013    0.006   -2.226    0.026
##     Materil_dprvtn                     0.054    0.006    8.928    0.000
##     Social_deprvtn                     0.041    0.006    6.529    0.000
##     Physical_ctvty                    -0.206    0.014  -14.612    0.000
##   Education ~~                                                         
##     Income                             0.856    0.025   34.583    0.000
##     BMI                               -1.243    0.101  -12.246    0.000
##     Source.BL                         -0.138    0.010  -13.869    0.000
##     White                             -0.024    0.005   -4.948    0.000
##     Smoking                           -0.858    0.031  -27.821    0.000
##     Alcohol                            0.593    0.046   12.818    0.000
##     Depression                        -1.410    0.095  -14.845    0.000
##     Age_BL                            -0.047    0.011   -4.245    0.000
##     Language_BL                       -0.032    0.008   -4.125    0.000
##     Language_FU1                      -0.031    0.008   -3.913    0.000
##     Materil_dprvtn                    -0.237    0.008  -27.995    0.000
##     Social_deprvtn                    -0.088    0.009  -10.259    0.000
##     Physical_ctvty                    -0.052    0.019   -2.687    0.007
##   Income ~~                                                            
##     BMI                               -0.113    0.052   -2.164    0.030
##     Source.BL                         -0.050    0.005   -9.675    0.000
##     White                              0.020    0.003    7.821    0.000
##     Smoking                           -0.357    0.016  -22.571    0.000
##     Alcohol                            0.567    0.024   23.239    0.000
##     Depression                        -1.239    0.050  -24.661    0.000
##     Age_BL                            -0.102    0.006  -17.462    0.000
##     Language_BL                       -0.056    0.004  -13.722    0.000
##     Language_FU1                      -0.054    0.004  -13.277    0.000
##     Materil_dprvtn                    -0.136    0.004  -30.690    0.000
##     Social_deprvtn                    -0.139    0.005  -29.967    0.000
##     Physical_ctvty                     0.157    0.010   15.703    0.000
##   BMI ~~                                                               
##     Source.BL                         -0.102    0.022   -4.660    0.000
##     White                              0.069    0.011    6.448    0.000
##     Smoking                           -0.060    0.066   -0.909    0.363
##     Alcohol                           -1.339    0.103  -12.979    0.000
##     Depression                         1.487    0.210    7.071    0.000
##     Age_BL                             0.100    0.025    3.994    0.000
##     Language_BL                       -0.078    0.017   -4.499    0.000
##     Language_FU1                      -0.078    0.017   -4.466    0.000
##     Materil_dprvtn                     0.145    0.018    7.920    0.000
##     Social_deprvtn                    -0.028    0.019   -1.483    0.138
##     Physical_ctvty                    -0.333    0.043   -7.800    0.000
##   Source.BL ~~                                                         
##     White                              0.001    0.001    1.024    0.306
##     Smoking                            0.037    0.006    5.690    0.000
##     Alcohol                           -0.055    0.010   -5.499    0.000
##     Depression                         0.052    0.020    2.547    0.011
##     Age_BL                            -0.007    0.002   -2.682    0.007
##     Language_BL                       -0.003    0.002   -1.524    0.127
##     Language_FU1                      -0.003    0.002   -1.627    0.104
##     Materil_dprvtn                     0.036    0.002   20.024    0.000
##     Social_deprvtn                     0.002    0.002    1.108    0.268
##     Physical_ctvty                     0.011    0.004    2.754    0.006
##   White ~~                                                             
##     Smoking                            0.010    0.003    3.215    0.001
##     Alcohol                            0.080    0.005   15.651    0.000
##     Depression                        -0.023    0.010   -2.295    0.022
##     Age_BL                             0.009    0.001    7.860    0.000
##     Language_BL                        0.001    0.001    1.584    0.113
##     Language_FU1                       0.002    0.001    1.943    0.052
##     Materil_dprvtn                    -0.006    0.001   -6.654    0.000
##     Social_deprvtn                     0.002    0.001    2.349    0.019
##     Physical_ctvty                     0.006    0.002    3.046    0.002
##   Smoking ~~                                                           
##     Alcohol                            0.088    0.030    2.900    0.004
##     Depression                         0.843    0.062   13.504    0.000
##     Age_BL                             0.062    0.007    8.355    0.000
##     Language_BL                        0.051    0.005    9.997    0.000
##     Language_FU1                       0.051    0.005    9.907    0.000
##     Materil_dprvtn                     0.091    0.005   16.721    0.000
##     Social_deprvtn                     0.081    0.006   14.129    0.000
##     Physical_ctvty                    -0.058    0.013   -4.523    0.000
##   Alcohol ~~                                                           
##     Depression                        -1.256    0.096  -13.054    0.000
##     Age_BL                             0.056    0.011    4.927    0.000
##     Language_BL                        0.046    0.008    5.826    0.000
##     Language_FU1                       0.049    0.008    6.188    0.000
##     Materil_dprvtn                    -0.126    0.008  -15.029    0.000
##     Social_deprvtn                    -0.058    0.009   -6.667    0.000
##     Physical_ctvty                     0.127    0.019    6.557    0.000
##   Depression ~~                                                        
##     Age_BL                            -0.073    0.023   -3.138    0.002
##     Language_BL                       -0.043    0.016   -2.679    0.007
##     Language_FU1                      -0.046    0.016   -2.847    0.004
##     Materil_dprvtn                     0.148    0.017    8.618    0.000
##     Social_deprvtn                     0.243    0.018   13.513    0.000
##     Physical_ctvty                    -0.507    0.040  -12.710    0.000
##   Age_BL ~~                                                            
##     Language_BL                       -0.004    0.002   -2.035    0.042
##     Language_FU1                      -0.004    0.002   -2.225    0.026
##     Materil_dprvtn                    -0.005    0.002   -2.293    0.022
##     Social_deprvtn                    -0.003    0.002   -1.407    0.159
##     Physical_ctvty                    -0.080    0.005  -16.849    0.000
##   Language_BL ~~                                                       
##     Language_FU1                       0.142    0.002   75.314    0.000
##     Materil_dprvtn                     0.023    0.001   15.852    0.000
##     Social_deprvtn                     0.021    0.001   14.464    0.000
##     Physical_ctvty                    -0.010    0.003   -3.076    0.002
##   Language_FU1 ~~                                                      
##     Materil_dprvtn                     0.022    0.001   15.472    0.000
##     Social_deprvtn                     0.021    0.001   14.365    0.000
##     Physical_ctvty                    -0.010    0.003   -3.225    0.001
##   Material_deprivation ~~                                              
##     Social_deprvtn                     0.013    0.002    8.236    0.000
##     Physical_ctvty                    -0.002    0.003   -0.589    0.556
##   Social_deprivation ~~                                                
##     Physical_ctvty                    -0.025    0.004   -6.936    0.000
##  ci.lower ci.upper   Std.lv  Std.all      FMI
##                                              
##    10.837   12.446   11.642    0.459    0.136
##                                              
##    24.926   27.808   26.367    0.541    0.143
##                                              
##     0.553    0.646    0.600    0.276    0.211
##                                              
##     0.044    0.241    0.114    0.114    0.234
##                                              
##     0.656    0.911    0.180    0.180    0.209
##     1.366    1.621    0.328    0.328    0.052
##                                              
##     0.243    0.428    0.280    0.280    0.237
##                                              
##    -0.554   -0.422   -0.488   -0.140    0.048
##    -0.352   -0.283   -0.317   -0.178    0.081
##     1.780    2.080    1.930    0.249    0.058
##    -0.010    0.018    0.004    0.005    0.036
##    -0.003    0.011    0.004    0.010    0.051
##     0.267    0.354    0.311    0.136    0.051
##    -0.506   -0.373   -0.440   -0.125    0.069
##     1.445    1.724    1.584    0.219    0.061
##     0.186    0.219    0.203    0.235    0.041
##    -0.024   -0.002   -0.013   -0.021    0.045
##    -0.024   -0.002   -0.013   -0.021    0.052
##     0.042    0.066    0.054    0.087    0.083
##     0.029    0.054    0.041    0.063    0.080
##    -0.234   -0.178   -0.206   -0.147    0.130
##                                              
##     0.808    0.905    0.856    0.344    0.025
##    -1.442   -1.044   -1.243   -0.115    0.006
##    -0.157   -0.118   -0.138   -0.130    0.001
##    -0.033   -0.014   -0.024   -0.046    0.004
##    -0.919   -0.798   -0.858   -0.269    0.006
##     0.503    0.684    0.593    0.121    0.020
##    -1.596   -1.224   -1.410   -0.140    0.005
##    -0.069   -0.026   -0.047   -0.040    0.001
##    -0.047   -0.017   -0.032   -0.038    0.002
##    -0.046   -0.015   -0.031   -0.037    0.008
##    -0.254   -0.221   -0.237   -0.274    0.031
##    -0.105   -0.071   -0.088   -0.098    0.035
##    -0.089   -0.014   -0.052   -0.026    0.105
##                                              
##    -0.215   -0.011   -0.113   -0.020    0.028
##    -0.060   -0.040   -0.050   -0.091    0.024
##     0.015    0.025    0.020    0.074    0.034
##    -0.389   -0.326   -0.357   -0.219    0.034
##     0.519    0.615    0.567    0.226    0.042
##    -1.337   -1.140   -1.239   -0.240    0.033
##    -0.114   -0.091   -0.102   -0.167    0.024
##    -0.064   -0.048   -0.056   -0.130    0.026
##    -0.062   -0.046   -0.054   -0.126    0.031
##    -0.145   -0.127   -0.136   -0.307    0.056
##    -0.148   -0.130   -0.139   -0.300    0.057
##     0.137    0.176    0.157    0.157    0.114
##                                              
##    -0.145   -0.059   -0.102   -0.043    0.002
##     0.048    0.090    0.069    0.060    0.004
##    -0.191    0.070   -0.060   -0.008    0.009
##    -1.541   -1.137   -1.339   -0.123    0.022
##     1.075    1.900    1.487    0.066    0.009
##     0.051    0.148    0.100    0.037    0.003
##    -0.112   -0.044   -0.078   -0.042    0.004
##    -0.112   -0.044   -0.078   -0.042    0.009
##     0.109    0.181    0.145    0.075    0.037
##    -0.066    0.009   -0.028   -0.014    0.039
##    -0.416   -0.249   -0.333   -0.077    0.099
##                                              
##    -0.001    0.003    0.001    0.010   -0.000
##     0.024    0.050    0.037    0.053    0.004
##    -0.075   -0.035   -0.055   -0.052    0.017
##     0.012    0.092    0.052    0.024    0.003
##    -0.011   -0.002   -0.007   -0.025   -0.000
##    -0.006    0.001   -0.003   -0.014   -0.000
##    -0.006    0.001   -0.003   -0.015    0.006
##     0.033    0.040    0.036    0.193    0.035
##    -0.002    0.006    0.002    0.011    0.039
##     0.003    0.020    0.011    0.027    0.103
##                                              
##     0.004    0.016    0.010    0.030    0.006
##     0.070    0.090    0.080    0.154    0.082
##    -0.043   -0.003   -0.023   -0.021    0.009
##     0.007    0.012    0.009    0.073   -0.000
##    -0.000    0.003    0.001    0.015   -0.000
##    -0.000    0.003    0.002    0.018    0.008
##    -0.008   -0.004   -0.006   -0.063    0.032
##     0.000    0.004    0.002    0.022    0.034
##     0.002    0.010    0.006    0.030    0.127
##                                              
##     0.028    0.147    0.088    0.027    0.023
##     0.721    0.966    0.843    0.127    0.007
##     0.047    0.076    0.062    0.078    0.004
##     0.041    0.061    0.051    0.093    0.003
##     0.041    0.061    0.051    0.093    0.010
##     0.081    0.102    0.091    0.161    0.038
##     0.069    0.092    0.081    0.135    0.042
##    -0.083   -0.033   -0.058   -0.045    0.120
##                                              
##    -1.444   -1.067   -1.256   -0.124    0.020
##     0.034    0.078    0.056    0.046    0.019
##     0.030    0.061    0.046    0.055    0.013
##     0.034    0.065    0.049    0.058    0.018
##    -0.143   -0.110   -0.126   -0.145    0.051
##    -0.075   -0.041   -0.058   -0.064    0.050
##     0.089    0.165    0.127    0.065    0.106
##                                              
##    -0.119   -0.027   -0.073   -0.029    0.003
##    -0.075   -0.012   -0.043   -0.025    0.002
##    -0.078   -0.014   -0.046   -0.027    0.008
##     0.114    0.181    0.148    0.082    0.040
##     0.208    0.278    0.243    0.129    0.041
##    -0.585   -0.429   -0.507   -0.125    0.093
##                                              
##    -0.008   -0.000   -0.004   -0.019   -0.000
##    -0.008   -0.001   -0.004   -0.021    0.004
##    -0.009   -0.001   -0.005   -0.022    0.032
##    -0.007    0.001   -0.003   -0.013    0.035
##    -0.089   -0.071   -0.080   -0.166    0.080
##                                              
##     0.138    0.145    0.142    0.983    0.002
##     0.020    0.025    0.023    0.151    0.031
##     0.019    0.024    0.021    0.138    0.033
##    -0.016   -0.004   -0.010   -0.030    0.066
##                                              
##     0.019    0.025    0.022    0.148    0.037
##     0.019    0.024    0.021    0.137    0.038
##    -0.017   -0.004   -0.010   -0.031    0.070
##                                              
##     0.010    0.016    0.013    0.078    0.039
##    -0.009    0.005   -0.002   -0.006    0.131
##                                              
##    -0.032   -0.018   -0.025   -0.069    0.119
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .EF_BL     (e1)   23.270    0.383   60.699    0.000   22.519   24.022
##    .MEM_BL    (f1)    4.540    0.095   47.681    0.000    4.353    4.726
##    .EF_DELTA  (l1)    5.626    0.505   11.133    0.000    4.635    6.616
##    .MEM_DELTA (n1)    3.408    0.110   31.045    0.000    3.193    3.623
##     Mltmrbdty         1.653    0.015  110.000    0.000    1.624    1.683
##     Education        -0.498    0.021  -24.277    0.000   -0.538   -0.458
##     Income           -0.459    0.011  -43.251    0.000   -0.480   -0.439
##     BMI              28.329    0.046  619.953    0.000   28.240   28.419
##     Source.BL         1.361    0.004  304.769    0.000    1.352    1.370
##     White             0.442    0.002  202.808    0.000    0.437    0.446
##     Smoking           0.493    0.014   36.456    0.000    0.466    0.519
##     Alcohol          -1.048    0.021  -50.333    0.000   -1.089   -1.007
##     Depressin         1.119    0.043   26.236    0.000    1.035    1.202
##     Age_BL            0.000    0.005    0.000    1.000   -0.010    0.010
##     Langug_BL         1.174    0.004  333.162    0.000    1.167    1.181
##     Langg_FU1         1.175    0.004  331.654    0.000    1.168    1.182
##     Mtrl_dprv         0.026    0.004    6.938    0.000    0.018    0.033
##     Scl_dprvt         0.030    0.004    7.638    0.000    0.022    0.037
##     Physcl_ct         0.079    0.009    9.208    0.000    0.062    0.096
##    Std.lv  Std.all      FMI
##     5.554    5.554    0.034
##     3.402    3.402    0.039
##     1.582    1.582    0.232
##     2.367    2.367    0.205
##     1.653    1.046    0.043
##    -0.498   -0.226    0.001
##    -0.459   -0.407    0.025
##    28.329    5.774    0.003
##     1.361    2.834   -0.000
##     0.442    1.886   -0.000
##     0.493    0.340    0.004
##    -1.048   -0.472    0.017
##     1.119    0.244    0.003
##     0.000    0.000   -0.000
##     1.174    3.098   -0.000
##     1.175    3.091    0.005
##     0.026    0.066    0.032
##     0.030    0.072    0.035
##     0.079    0.089    0.084
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .EF_BL     (g1)   12.702    0.395   32.191    0.000   11.929   13.476
##    .MEM_BL    (h1)    1.633    0.023   69.783    0.000    1.587    1.679
##     Vr_F_C.BL (i1)   25.367    0.403   62.977    0.000   24.577   26.156
##     V_F_C.FU1 (i1)   25.367    0.403   62.977    0.000   24.577   26.156
##    .MAT_Sc.BL (j1)   48.775    0.713   68.412    0.000   47.377   50.172
##    .MAT_S.FU1 (j1)   48.775    0.713   68.412    0.000   47.377   50.172
##     COG_REYII (k1)    2.174    0.022   97.397    0.000    2.130    2.218
##     COG_REYII (k1)    2.174    0.022   97.397    0.000    2.130    2.218
##    .EF_DELTA  (m1)    0.960    0.256    3.745    0.000    0.458    1.463
##    .MEM_DELTA (o1)    1.499    0.023   64.632    0.000    1.454    1.545
##     Mltmrbdty         2.500    0.034   73.918    0.000    2.434    2.566
##     Education         4.856    0.064   75.991    0.000    4.731    4.981
##     Income            1.273    0.017   74.702    0.000    1.239    1.306
##     BMI              24.073    0.317   75.880    0.000   23.451   24.694
##     Source.BL         0.231    0.003   76.049    0.000    0.225    0.237
##     White             0.055    0.001   76.049    0.000    0.053    0.056
##     Smoking           2.102    0.028   75.861    0.000    2.048    2.156
##     Alcohol           4.929    0.066   75.145    0.000    4.800    5.057
##     Depressin        20.969    0.276   75.905    0.000   20.428   21.511
##     Age_BL            0.297    0.004   76.049    0.000    0.289    0.305
##     Langug_BL         0.144    0.002   76.049    0.000    0.140    0.147
##     Langg_FU1         0.145    0.002   75.765    0.000    0.141    0.148
##     Mtrl_dprv         0.154    0.002   74.528    0.000    0.150    0.158
##     Scl_dprvt         0.168    0.002   74.528    0.000    0.164    0.173
##     Physcl_ct         0.783    0.011   72.620    0.000    0.762    0.804
##    Std.lv  Std.all      FMI
##     0.724    0.724    0.050
##     0.917    0.917    0.048
##    25.367    0.591    0.089
##    25.367    0.667    0.089
##    48.775    0.645    0.079
##    48.775    0.716    0.079
##     2.174    0.550    0.116
##     2.174    0.512    0.116
##     0.076    0.076    0.251
##     0.723    0.723    0.186
##     2.500    1.000    0.055
##     4.856    1.000    0.001
##     1.273    1.000    0.035
##    24.073    1.000    0.004
##     0.231    1.000   -0.000
##     0.055    1.000   -0.000
##     2.102    1.000    0.005
##     4.929    1.000    0.024
##    20.969    1.000    0.004
##     0.297    1.000   -0.000
##     0.144    1.000   -0.000
##     0.145    1.000    0.007
##     0.154    1.000    0.040
##     0.168    1.000    0.040
##     0.783    1.000    0.088
## 
## 
## Group 2 []:
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_BL =~                                                              
##     MAT_Sc.BL (b2)    1.243    0.004  283.294    0.000    1.234    1.251
##   EF_FU1 =~                                                             
##     MAT_S.FU1 (b2)    1.243    0.004  283.294    0.000    1.234    1.251
##   MEM_BL =~                                                             
##     COG_REYI_ (d2)    1.399    0.005  309.601    0.000    1.391    1.408
##   MEM_FU1 =~                                                            
##     COG_REYI_ (d2)    1.399    0.005  309.601    0.000    1.391    1.408
##    Std.lv  Std.all      FMI
##                            
##     4.967    0.594    0.104
##                            
##     4.500    0.556    0.104
##                            
##     2.078    1.000    0.133
##                            
##     2.239    1.000    0.133
## 
## Regressions:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_DELTA ~                                                            
##     EF_BL             0.794    0.023   34.262    0.000    0.749    0.839
##   MEM_DELTA ~                                                           
##     MEM_BL            0.424    0.012   34.202    0.000    0.400    0.448
##   EF_DELTA ~                                                            
##     Mltmrbd           0.024    0.024    1.008    0.314   -0.023    0.072
##     Educatn           0.015    0.022    0.677    0.498   -0.028    0.058
##     Income            0.055    0.058    0.963    0.335   -0.057    0.168
##     BMI               0.026    0.008    3.178    0.001    0.010    0.042
##     Sorc.BL          -0.622    0.091   -6.821    0.000   -0.801   -0.443
##     White             0.327    0.291    1.123    0.261   -0.244    0.898
##     Smoking          -0.039    0.036   -1.081    0.280   -0.110    0.032
##     Alcohol           0.057    0.019    2.914    0.004    0.019    0.095
##     Deprssn          -0.014    0.010   -1.406    0.160   -0.033    0.005
##   EF_BL ~                                                               
##     Mltmrbd          -0.055    0.028   -1.978    0.048   -0.110   -0.001
##     Educatn           0.502    0.022   22.865    0.000    0.459    0.545
##     Income            0.307    0.069    4.455    0.000    0.172    0.442
##     BMI               0.018    0.010    1.886    0.059   -0.001    0.037
##     Sorc.BL           0.056    0.107    0.524    0.600   -0.154    0.267
##     White             2.712    0.321    8.439    0.000    2.082    3.341
##     Smoking          -0.046    0.041   -1.123    0.262   -0.127    0.035
##     Alcohol           0.089    0.023    3.899    0.000    0.044    0.133
##     Deprssn          -0.087    0.011   -7.764    0.000   -0.109   -0.065
##     Age_BL           -1.941    0.094  -20.670    0.000   -2.125   -1.757
##     Lngg_BL          -1.268    0.137   -9.246    0.000   -1.537   -0.999
##   EF_DELTA ~                                                            
##     Age_BL           -0.778    0.091   -8.504    0.000   -0.957   -0.598
##     Lng_FU1          -0.236    0.118   -1.995    0.046   -0.468   -0.004
##   EF_BL ~                                                               
##     Mtrl_dp (c111)   -0.497    0.138   -3.604    0.000   -0.768   -0.227
##     Scl_dpr (c121)    0.056    0.133    0.424    0.671   -0.204    0.316
##     Physcl_ (b11b)    0.495    0.092    5.356    0.000    0.314    0.676
##   EF_DELTA ~                                                            
##     Mtrl_dp (c211)   -0.019    0.117   -0.162    0.871   -0.249    0.211
##     Scl_dpr (c221)   -0.036    0.112   -0.323    0.747   -0.255    0.183
##     Physcl_ (b21b)    0.199    0.075    2.642    0.008    0.051    0.346
##   MEM_DELTA ~                                                           
##     Mltmrbd          -0.010    0.009   -1.014    0.311   -0.028    0.009
##     Educatn           0.037    0.008    4.943    0.000    0.022    0.052
##     Income            0.083    0.023    3.650    0.000    0.039    0.128
##     BMI               0.000    0.003    0.123    0.902   -0.006    0.007
##     Sorc.BL          -0.169    0.036   -4.673    0.000   -0.240   -0.098
##     White             0.315    0.111    2.837    0.005    0.097    0.533
##     Smoking          -0.022    0.014   -1.515    0.130   -0.050    0.006
##     Alcohol           0.006    0.008    0.777    0.437   -0.009    0.021
##     Deprssn          -0.008    0.004   -2.066    0.039   -0.015   -0.000
##   MEM_BL ~                                                              
##     Mltmrbd          -0.007    0.008   -0.895    0.371   -0.024    0.009
##     Educatn           0.090    0.007   13.569    0.000    0.077    0.103
##     Income            0.074    0.021    3.526    0.000    0.033    0.115
##     BMI               0.007    0.003    2.422    0.015    0.001    0.013
##     Sorc.BL           0.386    0.032   11.892    0.000    0.323    0.450
##     White             0.290    0.097    2.987    0.003    0.100    0.480
##     Smoking          -0.030    0.012   -2.395    0.017   -0.054   -0.005
##     Alcohol           0.022    0.007    3.129    0.002    0.008    0.035
##     Deprssn          -0.016    0.003   -4.695    0.000   -0.022   -0.009
##     Age_BL           -0.506    0.028  -17.825    0.000   -0.561   -0.450
##     Lngg_BL          -0.125    0.041   -3.030    0.002   -0.205   -0.044
##   MEM_DELTA ~                                                           
##     Age_BL           -0.538    0.032  -16.733    0.000   -0.601   -0.475
##     Lng_FU1           0.018    0.045    0.393    0.694   -0.071    0.106
##   MEM_BL ~                                                              
##     Mtrl_dp (c112)    0.006    0.042    0.135    0.893   -0.076    0.087
##     Scl_dpr (c122)   -0.042    0.040   -1.048    0.295   -0.120    0.036
##     Physcl_ (b12b)    0.166    0.028    5.957    0.000    0.111    0.221
##   MEM_DELTA ~                                                           
##     Mtrl_dp (c212)   -0.003    0.046   -0.072    0.942   -0.093    0.087
##     Scl_dpr (c222)   -0.051    0.044   -1.153    0.249   -0.138    0.036
##     Physcl_ (b22b)    0.145    0.029    4.935    0.000    0.087    0.203
##    Std.lv  Std.all      FMI
##                            
##     0.877    0.877    0.317
##                            
##     0.394    0.394    0.317
##                            
##     0.007    0.014    0.394
##     0.004    0.011    0.308
##     0.015    0.014    0.346
##     0.007    0.040    0.314
##    -0.172   -0.083    0.295
##     0.090    0.014    0.346
##    -0.011   -0.014    0.343
##     0.016    0.038    0.330
##    -0.004   -0.018    0.303
##                            
##    -0.014   -0.029    0.152
##     0.126    0.321    0.054
##     0.077    0.070    0.158
##     0.005    0.025    0.051
##     0.014    0.007    0.047
##     0.678    0.107    0.044
##    -0.012   -0.015    0.056
##     0.022    0.054    0.092
##    -0.022   -0.102    0.055
##    -0.486   -0.284    0.050
##    -0.317   -0.120    0.040
##                            
##    -0.215   -0.126    0.300
##    -0.065   -0.025    0.273
##                            
##    -0.124   -0.052    0.103
##     0.014    0.006    0.105
##     0.124    0.077    0.152
##                            
##    -0.005   -0.002    0.331
##    -0.010   -0.004    0.326
##     0.055    0.034    0.304
##                            
##    -0.006   -0.012    0.383
##     0.023    0.059    0.302
##     0.052    0.047    0.351
##     0.000    0.001    0.299
##    -0.106   -0.051    0.279
##     0.197    0.031    0.323
##    -0.014   -0.017    0.329
##     0.004    0.009    0.320
##    -0.005   -0.023    0.288
##                            
##    -0.005   -0.010    0.154
##     0.060    0.154    0.058
##     0.050    0.045    0.177
##     0.005    0.027    0.071
##     0.260    0.125    0.062
##     0.195    0.031    0.058
##    -0.020   -0.025    0.062
##     0.015    0.036    0.113
##    -0.011   -0.050    0.061
##    -0.341   -0.199    0.061
##    -0.084   -0.032    0.035
##                            
##    -0.336   -0.197    0.288
##     0.011    0.004    0.251
##                            
##     0.004    0.002    0.112
##    -0.028   -0.012    0.112
##     0.112    0.070    0.164
##                            
##    -0.002   -0.001    0.316
##    -0.032   -0.013    0.319
##     0.091    0.056    0.290
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##   Verbal_Fluency_Conservative.BL ~~                                    
##     Vrbl_Fln_C.FU1                     7.371    0.368   20.029    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     20.428    0.766   26.658    0.000
##   COG_REYII_SCORE.BL ~~                                                
##     COG_REYII_SCOR                     0.692    0.034   20.435    0.000
##  .MEM_BL ~~                                                            
##    .EF_DELTA                           0.034    0.063    0.549    0.583
##  .EF_BL ~~                                                             
##    .MEM_DELTA                          0.691    0.077    8.916    0.000
##    .MEM_BL                             1.407    0.072   19.427    0.000
##  .EF_DELTA ~~                                                          
##    .MEM_DELTA                          0.424    0.060    7.067    0.000
##   Multimorbidity ~~                                                    
##     Education                         -0.465    0.059   -7.872    0.000
##     Income                            -0.278    0.022  -12.450    0.000
##     BMI                                2.309    0.133   17.395    0.000
##     Source.BL                         -0.013    0.011   -1.184    0.236
##     White                             -0.008    0.004   -2.234    0.025
##     Smoking                            0.190    0.029    6.536    0.000
##     Alcohol                           -0.835    0.058  -14.322    0.000
##     Depression                         2.161    0.112   19.348    0.000
##     Age_BL                             0.199    0.014   14.627    0.000
##     Language_BL                       -0.004    0.009   -0.429    0.668
##     Language_FU1                      -0.001    0.009   -0.058    0.953
##     Materil_dprvtn                     0.049    0.010    5.010    0.000
##     Social_deprvtn                     0.063    0.010    6.566    0.000
##     Physical_ctvty                    -0.284    0.015  -18.521    0.000
##   Education ~~                                                         
##     Income                             0.848    0.027   30.989    0.000
##     BMI                               -1.208    0.152   -7.942    0.000
##     Source.BL                         -0.087    0.013   -6.635    0.000
##     White                             -0.015    0.004   -3.490    0.000
##     Smoking                           -0.327    0.034   -9.543    0.000
##     Alcohol                            1.215    0.069   17.556    0.000
##     Depression                        -1.235    0.128   -9.658    0.000
##     Age_BL                            -0.218    0.016  -13.635    0.000
##     Language_BL                       -0.114    0.010  -10.975    0.000
##     Language_FU1                      -0.110    0.010  -10.549    0.000
##     Materil_dprvtn                    -0.293    0.012  -24.523    0.000
##     Social_deprvtn                    -0.070    0.011   -6.162    0.000
##     Physical_ctvty                     0.160    0.018    9.007    0.000
##   Income ~~                                                            
##     BMI                               -0.519    0.057   -9.086    0.000
##     Source.BL                         -0.047    0.005   -9.573    0.000
##     White                              0.005    0.002    3.143    0.002
##     Smoking                           -0.104    0.013   -8.120    0.000
##     Alcohol                            0.615    0.026   23.514    0.000
##     Depression                        -0.645    0.048  -13.341    0.000
##     Age_BL                            -0.076    0.006  -12.702    0.000
##     Language_BL                       -0.052    0.004  -13.399    0.000
##     Language_FU1                      -0.051    0.004  -12.998    0.000
##     Materil_dprvtn                    -0.114    0.004  -25.512    0.000
##     Social_deprvtn                    -0.092    0.004  -21.035    0.000
##     Physical_ctvty                     0.072    0.007   10.834    0.000
##   BMI ~~                                                               
##     Source.BL                         -0.211    0.029   -7.352    0.000
##     White                              0.000    0.009    0.038    0.970
##     Smoking                           -0.028    0.075   -0.374    0.709
##     Alcohol                           -2.204    0.151  -14.633    0.000
##     Depression                         1.990    0.281    7.085    0.000
##     Age_BL                            -0.402    0.035  -11.486    0.000
##     Language_BL                       -0.027    0.023   -1.196    0.232
##     Language_FU1                      -0.025    0.023   -1.094    0.274
##     Materil_dprvtn                     0.216    0.025    8.492    0.000
##     Social_deprvtn                     0.060    0.025    2.420    0.016
##     Physical_ctvty                    -0.510    0.039  -13.020    0.000
##   Source.BL ~~                                                         
##     White                              0.002    0.001    2.467    0.014
##     Smoking                            0.012    0.006    1.938    0.053
##     Alcohol                           -0.088    0.013   -6.848    0.000
##     Depression                         0.007    0.024    0.286    0.775
##     Age_BL                             0.018    0.003    5.953    0.000
##     Language_BL                       -0.007    0.002   -3.443    0.001
##     Language_FU1                      -0.007    0.002   -3.522    0.000
##     Materil_dprvtn                     0.036    0.002   16.424    0.000
##     Social_deprvtn                    -0.003    0.002   -1.535    0.125
##     Physical_ctvty                    -0.014    0.003   -4.305    0.000
##   White ~~                                                             
##     Smoking                            0.015    0.002    7.015    0.000
##     Alcohol                            0.035    0.004    8.036    0.000
##     Depression                        -0.027    0.008   -3.374    0.001
##     Age_BL                             0.002    0.001    2.253    0.024
##     Language_BL                        0.001    0.001    1.905    0.057
##     Language_FU1                       0.001    0.001    2.320    0.020
##     Materil_dprvtn                    -0.002    0.001   -2.154    0.031
##     Social_deprvtn                    -0.000    0.001   -0.245    0.806
##     Physical_ctvty                     0.001    0.001    1.225    0.220
##   Smoking ~~                                                           
##     Alcohol                            0.250    0.034    7.444    0.000
##     Depression                         0.380    0.063    6.042    0.000
##     Age_BL                            -0.052    0.008   -6.619    0.000
##     Language_BL                        0.010    0.005    2.013    0.044
##     Language_FU1                       0.007    0.005    1.433    0.152
##     Materil_dprvtn                     0.031    0.006    5.391    0.000
##     Social_deprvtn                     0.042    0.006    7.534    0.000
##     Physical_ctvty                    -0.024    0.009   -2.734    0.006
##   Alcohol ~~                                                           
##     Depression                        -0.916    0.125   -7.313    0.000
##     Age_BL                            -0.077    0.016   -4.943    0.000
##     Language_BL                        0.024    0.010    2.363    0.018
##     Language_FU1                       0.025    0.010    2.488    0.013
##     Materil_dprvtn                    -0.193    0.012  -16.791    0.000
##     Social_deprvtn                    -0.072    0.011   -6.426    0.000
##     Physical_ctvty                     0.148    0.017    8.586    0.000
##   Depression ~~                                                        
##     Age_BL                             0.117    0.029    4.029    0.000
##     Language_BL                        0.040    0.019    2.123    0.034
##     Language_FU1                       0.041    0.019    2.140    0.032
##     Materil_dprvtn                     0.106    0.021    4.971    0.000
##     Social_deprvtn                     0.116    0.021    5.532    0.000
##     Physical_ctvty                    -0.411    0.033  -12.510    0.000
##   Age_BL ~~                                                            
##     Language_BL                       -0.005    0.002   -2.301    0.021
##     Language_FU1                      -0.006    0.002   -2.402    0.016
##     Materil_dprvtn                    -0.005    0.003   -1.792    0.073
##     Social_deprvtn                     0.019    0.003    7.282    0.000
##     Physical_ctvty                    -0.099    0.004  -23.733    0.000
##   Language_BL ~~                                                       
##     Language_FU1                       0.141    0.002   66.067    0.000
##     Materil_dprvtn                     0.031    0.002   17.471    0.000
##     Social_deprvtn                     0.022    0.002   13.010    0.000
##     Physical_ctvty                    -0.008    0.003   -2.899    0.004
##   Language_FU1 ~~                                                      
##     Materil_dprvtn                     0.030    0.002   17.167    0.000
##     Social_deprvtn                     0.023    0.002   13.316    0.000
##     Physical_ctvty                    -0.007    0.003   -2.590    0.010
##   Material_deprivation ~~                                              
##     Social_deprvtn                     0.006    0.002    3.339    0.001
##     Physical_ctvty                    -0.015    0.003   -5.017    0.000
##   Social_deprivation ~~                                                
##     Physical_ctvty                    -0.025    0.003   -8.555    0.000
##  ci.lower ci.upper   Std.lv  Std.all      FMI
##                                              
##     6.649    8.092    7.371    0.405    0.202
##                                              
##    18.926   21.930   20.428    0.451    0.236
##                                              
##     0.625    0.758    0.692    0.265    0.298
##                                              
##    -0.089    0.158    0.030    0.030    0.314
##                                              
##     0.539    0.843    0.161    0.161    0.303
##     1.265    1.549    0.317    0.317    0.071
##                                              
##     0.306    0.541    0.381    0.381    0.326
##                                              
##    -0.581   -0.349   -0.465   -0.088    0.100
##    -0.322   -0.234   -0.278   -0.147    0.187
##     2.049    2.570    2.309    0.200    0.118
##    -0.035    0.009   -0.013   -0.013    0.080
##    -0.015   -0.001   -0.008   -0.025    0.088
##     0.133    0.246    0.190    0.073    0.100
##    -0.950   -0.721   -0.835   -0.165    0.135
##     1.942    2.380    2.161    0.223    0.116
##     0.173    0.226    0.199    0.165    0.096
##    -0.021    0.013   -0.004   -0.005    0.111
##    -0.018    0.017   -0.001   -0.001    0.121
##     0.030    0.069    0.049    0.057    0.146
##     0.045    0.082    0.063    0.075    0.142
##    -0.314   -0.254   -0.284   -0.221    0.177
##                                              
##     0.794    0.901    0.848    0.364    0.082
##    -1.507   -0.910   -1.208   -0.085    0.008
##    -0.112   -0.061   -0.087   -0.070    0.003
##    -0.023   -0.007   -0.015   -0.037    0.007
##    -0.394   -0.260   -0.327   -0.102    0.009
##     1.080    1.351    1.215    0.194    0.053
##    -1.486   -0.985   -1.235   -0.103    0.010
##    -0.249   -0.187   -0.218   -0.146    0.003
##    -0.134   -0.093   -0.114   -0.117    0.005
##    -0.130   -0.089   -0.110   -0.113    0.014
##    -0.316   -0.269   -0.293   -0.276    0.051
##    -0.093   -0.048   -0.070   -0.067    0.058
##     0.126    0.195    0.160    0.101    0.101
##                                              
##    -0.631   -0.407   -0.519   -0.102    0.100
##    -0.057   -0.037   -0.047   -0.107    0.092
##     0.002    0.008    0.005    0.035    0.110
##    -0.129   -0.079   -0.104   -0.091    0.096
##     0.563    0.666    0.615    0.275    0.121
##    -0.740   -0.550   -0.645   -0.151    0.106
##    -0.088   -0.064   -0.076   -0.142    0.093
##    -0.059   -0.044   -0.052   -0.150    0.087
##    -0.058   -0.043   -0.051   -0.146    0.095
##    -0.123   -0.106   -0.114   -0.302    0.129
##    -0.101   -0.083   -0.092   -0.247    0.139
##     0.059    0.085    0.072    0.127    0.169
##                                              
##    -0.267   -0.155   -0.211   -0.078    0.006
##    -0.018    0.019    0.000    0.000    0.012
##    -0.174    0.118   -0.028   -0.004    0.010
##    -2.499   -1.908   -2.204   -0.161    0.051
##     1.439    2.540    1.990    0.076    0.021
##    -0.470   -0.333   -0.402   -0.123    0.008
##    -0.071    0.017   -0.027   -0.013    0.008
##    -0.069    0.020   -0.025   -0.012    0.016
##     0.166    0.265    0.216    0.093    0.057
##     0.011    0.109    0.060    0.026    0.062
##    -0.587   -0.434   -0.510   -0.147    0.101
##                                              
##     0.000    0.004    0.002    0.026   -0.000
##    -0.000    0.025    0.012    0.021    0.007
##    -0.113   -0.063   -0.088   -0.075    0.051
##    -0.040    0.054    0.007    0.003    0.006
##     0.012    0.024    0.018    0.063   -0.000
##    -0.010   -0.003   -0.007   -0.036   -0.000
##    -0.011   -0.003   -0.007   -0.037    0.010
##     0.032    0.041    0.036    0.181    0.052
##    -0.008    0.001   -0.003   -0.017    0.059
##    -0.021   -0.008   -0.014   -0.048    0.105
##                                              
##     0.011    0.019    0.015    0.074    0.000
##     0.027    0.044    0.035    0.092    0.135
##    -0.042   -0.011   -0.027   -0.036    0.012
##     0.000    0.004    0.002    0.024   -0.000
##    -0.000    0.002    0.001    0.020   -0.000
##     0.000    0.003    0.001    0.025    0.009
##    -0.003   -0.000   -0.002   -0.023    0.019
##    -0.002    0.001   -0.000   -0.003    0.021
##    -0.001    0.003    0.001    0.014    0.103
##                                              
##     0.184    0.315    0.250    0.081    0.053
##     0.257    0.503    0.380    0.065    0.017
##    -0.067   -0.036   -0.052   -0.070    0.007
##     0.000    0.020    0.010    0.021    0.008
##    -0.003    0.017    0.007    0.015    0.020
##     0.019    0.042    0.031    0.059    0.052
##     0.031    0.053    0.042    0.082    0.057
##    -0.041   -0.007   -0.024   -0.031    0.109
##                                              
##    -1.161   -0.670   -0.916   -0.080    0.054
##    -0.107   -0.046   -0.077   -0.054    0.050
##     0.004    0.043    0.024    0.025    0.034
##     0.005    0.045    0.025    0.027    0.042
##    -0.216   -0.171   -0.193   -0.190    0.095
##    -0.093   -0.050   -0.072   -0.072    0.094
##     0.114    0.182    0.148    0.097    0.122
##                                              
##     0.060    0.175    0.117    0.043    0.009
##     0.003    0.077    0.040    0.023    0.009
##     0.003    0.078    0.041    0.023    0.017
##     0.064    0.147    0.106    0.054    0.057
##     0.075    0.157    0.116    0.061    0.065
##    -0.475   -0.347   -0.411   -0.141    0.102
##                                              
##    -0.010   -0.001   -0.005   -0.024   -0.000
##    -0.010   -0.001   -0.006   -0.026    0.009
##    -0.010    0.000   -0.005   -0.020    0.057
##     0.014    0.024    0.019    0.080    0.063
##    -0.107   -0.091   -0.099   -0.272    0.090
##                                              
##     0.137    0.145    0.141    0.979    0.004
##     0.027    0.034    0.031    0.194    0.058
##     0.019    0.026    0.022    0.144    0.065
##    -0.013   -0.002   -0.008   -0.032    0.076
##                                              
##     0.027    0.034    0.030    0.191    0.066
##     0.020    0.026    0.023    0.148    0.073
##    -0.012   -0.002   -0.007   -0.029    0.081
##                                              
##     0.003    0.010    0.006    0.036    0.060
##    -0.020   -0.009   -0.015   -0.057    0.132
##                                              
##    -0.031   -0.019   -0.025   -0.098    0.137
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .EF_BL     (e2)   18.506    0.398   46.484    0.000   17.726   19.286
##    .MEM_BL    (f2)    3.419    0.121   28.359    0.000    3.183    3.655
##    .EF_DELTA  (l2)    3.373    0.545    6.188    0.000    2.305    4.442
##    .MEM_DELTA (n2)    2.584    0.140   18.413    0.000    2.309    2.859
##     Mltmrbdty         3.251    0.023  141.502    0.000    3.206    3.296
##     Education        -0.450    0.027  -16.644    0.000   -0.503   -0.397
##     Income            0.459    0.010   45.384    0.000    0.439    0.479
##     BMI              27.510    0.059  464.042    0.000   27.393   27.626
##     Source.BL         1.367    0.005  268.371    0.000    1.357    1.377
##     White             0.475    0.002  285.016    0.000    0.471    0.478
##     Smoking           0.240    0.013   18.003    0.000    0.214    0.266
##     Alcohol           0.211    0.027    7.957    0.000    0.159    0.263
##     Depressin         0.824    0.050   16.567    0.000    0.727    0.922
##     Age_BL            0.000    0.006    0.000    1.000   -0.012    0.012
##     Langug_BL         1.174    0.004  292.820    0.000    1.167    1.182
##     Langg_FU1         1.174    0.004  291.523    0.000    1.166    1.182
##     Mtrl_dprv         0.023    0.004    5.008    0.000    0.014    0.031
##     Scl_dprvt         0.017    0.004    3.810    0.000    0.008    0.026
##     Physcl_ct         0.061    0.007    8.794    0.000    0.047    0.074
##    Std.lv  Std.all      FMI
##     4.630    4.630    0.055
##     2.303    2.303    0.068
##     0.932    0.932    0.313
##     1.616    1.616    0.296
##     3.251    1.572    0.095
##    -0.450   -0.176    0.003
##     0.459    0.503    0.092
##    27.510    4.918    0.006
##     1.367    2.836   -0.000
##     0.475    3.012   -0.000
##     0.240    0.191    0.007
##     0.211    0.086    0.045
##     0.824    0.176    0.008
##     0.000    0.000   -0.000
##     1.174    3.095   -0.000
##     1.174    3.094    0.009
##     0.023    0.054    0.049
##     0.017    0.041    0.054
##     0.061    0.097    0.091
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .EF_BL     (g2)   10.219    0.366   27.953    0.000    9.502   10.935
##    .MEM_BL    (h2)    1.931    0.032   59.823    0.000    1.868    1.994
##     Vr_F_C.BL (i2)   18.201    0.356   51.187    0.000   17.504   18.898
##     V_F_C.FU1 (i2)   18.201    0.356   51.187    0.000   17.504   18.898
##    .MAT_Sc.BL (j2)   45.308    0.719   62.987    0.000   43.898   46.717
##    .MAT_S.FU1 (j2)   45.308    0.719   62.987    0.000   43.898   46.717
##     COG_REYII (k2)    2.607    0.031   83.595    0.000    2.546    2.668
##     COG_REYII (k2)    2.607    0.031   83.595    0.000    2.546    2.668
##    .EF_DELTA  (m2)    0.682    0.291    2.344    0.019    0.112    1.253
##    .MEM_DELTA (o2)    1.812    0.034   53.326    0.000    1.746    1.879
##     Mltmrbdty         4.276    0.068   63.118    0.000    4.143    4.409
##     Education         6.526    0.098   66.790    0.000    6.335    6.718
##     Income            0.833    0.013   63.054    0.000    0.807    0.858
##     BMI              31.286    0.469   66.675    0.000   30.366   32.206
##     Source.BL         0.232    0.003   66.907    0.000    0.226    0.239
##     White             0.025    0.000   66.907    0.000    0.024    0.026
##     Smoking           1.577    0.024   66.668    0.000    1.530    1.623
##     Alcohol           6.002    0.092   65.047    0.000    5.821    6.183
##     Depressin        21.989    0.330   66.621    0.000   21.342   22.636
##     Age_BL            0.342    0.005   66.907    0.000    0.332    0.352
##     Langug_BL         0.144    0.002   66.907    0.000    0.140    0.148
##     Langg_FU1         0.144    0.002   66.447    0.000    0.140    0.148
##     Mtrl_dprv         0.172    0.003   64.840    0.000    0.167    0.178
##     Scl_dprvt         0.167    0.003   64.871    0.000    0.162    0.172
##     Physcl_ct         0.387    0.006   63.311    0.000    0.375    0.399
##    Std.lv  Std.all      FMI
##     0.640    0.640    0.077
##     0.876    0.876    0.068
##    18.201    0.533    0.132
##    18.201    0.581    0.132
##    45.308    0.647    0.125
##    45.308    0.691    0.125
##     2.607    0.542    0.173
##     2.607    0.505    0.173
##     0.052    0.052    0.334
##     0.708    0.708    0.264
##     4.276    1.000    0.110
##     6.526    1.000    0.003
##     0.833    1.000    0.112
##    31.286    1.000    0.007
##     0.232    1.000   -0.000
##     0.025    1.000   -0.000
##     1.577    1.000    0.007
##     6.002    1.000    0.055
##    21.989    1.000    0.009
##     0.342    1.000   -0.000
##     0.144    1.000   -0.000
##     0.144    1.000    0.014
##     0.172    1.000    0.061
##     0.167    1.000    0.060
##     0.387    1.000    0.105
## 
## 
## Group 3 []:
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_BL =~                                                              
##     MAT_Sc.BL (b3)    1.205    0.003  385.304    0.000    1.199    1.211
##   EF_FU1 =~                                                             
##     MAT_S.FU1 (b3)    1.205    0.003  385.304    0.000    1.199    1.211
##   MEM_BL =~                                                             
##     COG_REYI_ (d3)    1.291    0.003  492.389    0.000    1.285    1.296
##   MEM_FU1 =~                                                            
##     COG_REYI_ (d3)    1.291    0.003  492.389    0.000    1.285    1.296
##    Std.lv  Std.all      FMI
##                            
##     4.667    0.581    0.070
##                            
##     3.813    0.504    0.070
##                            
##     2.015    1.000    0.109
##                            
##     2.172    1.000    0.109
## 
## Regressions:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_DELTA ~                                                            
##     EF_BL             0.712    0.019   37.867    0.000    0.675    0.749
##   MEM_DELTA ~                                                           
##     MEM_BL            0.459    0.010   46.568    0.000    0.440    0.479
##   EF_DELTA ~                                                            
##     Mltmrbd          -0.037    0.024   -1.532    0.126   -0.084    0.010
##     Educatn           0.077    0.021    3.748    0.000    0.037    0.118
##     Income            0.044    0.040    1.110    0.267   -0.034    0.122
##     BMI               0.009    0.006    1.514    0.130   -0.003    0.021
##     Sorc.BL          -0.368    0.075   -4.889    0.000   -0.515   -0.220
##     White             0.556    0.196    2.841    0.005    0.172    0.939
##     Smoking           0.023    0.026    0.888    0.375   -0.028    0.074
##     Alcohol           0.019    0.018    1.052    0.293   -0.016    0.053
##     Deprssn          -0.021    0.008   -2.765    0.006   -0.036   -0.006
##   EF_BL ~                                                               
##     Mltmrbd          -0.105    0.030   -3.483    0.000   -0.163   -0.046
##     Educatn           0.485    0.024   20.597    0.000    0.438    0.531
##     Income            0.385    0.050    7.657    0.000    0.287    0.484
##     BMI               0.009    0.008    1.167    0.243   -0.006    0.024
##     Sorc.BL           0.136    0.096    1.416    0.157   -0.052    0.325
##     White             3.885    0.219   17.711    0.000    3.455    4.315
##     Smoking          -0.137    0.032   -4.244    0.000   -0.200   -0.074
##     Alcohol           0.079    0.023    3.493    0.000    0.035    0.123
##     Deprssn          -0.068    0.009   -7.227    0.000   -0.086   -0.050
##     Age_BL           -0.964    0.091  -10.624    0.000   -1.142   -0.786
##     Lngg_BL          -0.823    0.124   -6.656    0.000   -1.065   -0.581
##   EF_DELTA ~                                                            
##     Age_BL           -0.545    0.073   -7.454    0.000   -0.689   -0.402
##     Lng_FU1           0.061    0.097    0.632    0.527   -0.129    0.252
##   EF_BL ~                                                               
##     Mtrl_dp (c111)   -0.599    0.129   -4.659    0.000   -0.851   -0.347
##     Scl_dpr (c121)    0.084    0.123    0.689    0.491   -0.156    0.325
##     Physcl_ (b11c)    0.193    0.060    3.213    0.001    0.075    0.310
##   EF_DELTA ~                                                            
##     Mtrl_dp (c211)   -0.245    0.102   -2.406    0.016   -0.445   -0.045
##     Scl_dpr (c221)   -0.147    0.096   -1.534    0.125   -0.334    0.041
##     Physcl_ (b21c)    0.004    0.046    0.088    0.930   -0.085    0.093
##   MEM_DELTA ~                                                           
##     Mltmrbd          -0.025    0.010   -2.460    0.014   -0.044   -0.005
##     Educatn           0.062    0.008    8.021    0.000    0.047    0.077
##     Income            0.041    0.016    2.522    0.012    0.009    0.073
##     BMI              -0.005    0.003   -2.050    0.040   -0.010   -0.000
##     Sorc.BL          -0.451    0.031  -14.439    0.000   -0.513   -0.390
##     White             0.261    0.075    3.465    0.001    0.113    0.408
##     Smoking          -0.016    0.011   -1.510    0.131   -0.037    0.005
##     Alcohol           0.010    0.007    1.336    0.181   -0.005    0.024
##     Deprssn          -0.008    0.003   -2.719    0.007   -0.015   -0.002
##   MEM_BL ~                                                              
##     Mltmrbd          -0.009    0.009   -0.981    0.326   -0.027    0.009
##     Educatn           0.108    0.007   14.840    0.000    0.093    0.122
##     Income            0.077    0.016    4.942    0.000    0.047    0.108
##     BMI              -0.002    0.002   -0.773    0.440   -0.007    0.003
##     Sorc.BL           0.209    0.030    7.018    0.000    0.151    0.268
##     White             0.278    0.068    4.110    0.000    0.145    0.410
##     Smoking          -0.014    0.010   -1.416    0.157   -0.034    0.005
##     Alcohol           0.029    0.007    4.158    0.000    0.015    0.043
##     Deprssn          -0.012    0.003   -4.213    0.000   -0.018   -0.007
##     Age_BL           -0.104    0.028   -3.703    0.000   -0.159   -0.049
##     Lngg_BL          -0.236    0.038   -6.212    0.000   -0.310   -0.161
##   MEM_DELTA ~                                                           
##     Age_BL           -0.186    0.030   -6.303    0.000   -0.244   -0.128
##     Lng_FU1          -0.039    0.040   -0.974    0.330   -0.118    0.040
##   MEM_BL ~                                                              
##     Mtrl_dp (c112)   -0.047    0.040   -1.183    0.237   -0.125    0.031
##     Scl_dpr (c122)   -0.027    0.038   -0.718    0.473   -0.102    0.047
##     Physcl_ (b12c)    0.044    0.019    2.363    0.018    0.007    0.080
##   MEM_DELTA ~                                                           
##     Mtrl_dp (c212)   -0.077    0.042   -1.819    0.069   -0.159    0.006
##     Scl_dpr (c222)    0.004    0.040    0.112    0.911   -0.073    0.082
##     Physcl_ (b22c)    0.042    0.019    2.208    0.027    0.005    0.079
##    Std.lv  Std.all      FMI
##                            
##     0.872    0.872    0.257
##                            
##     0.426    0.426    0.224
##                            
##    -0.012   -0.020    0.302
##     0.024    0.052    0.243
##     0.014    0.016    0.267
##     0.003    0.018    0.240
##    -0.116   -0.056    0.225
##     0.176    0.037    0.295
##     0.007    0.011    0.258
##     0.006    0.013    0.243
##    -0.007   -0.034    0.248
##                            
##    -0.027   -0.047    0.089
##     0.125    0.269    0.039
##     0.100    0.114    0.095
##     0.002    0.015    0.038
##     0.035    0.017    0.036
##     1.003    0.210    0.024
##    -0.035   -0.053    0.039
##     0.020    0.045    0.059
##    -0.018   -0.090    0.035
##    -0.249   -0.134    0.037
##    -0.213   -0.081    0.033
##                            
##    -0.172   -0.093    0.228
##     0.019    0.007    0.214
##                            
##    -0.155   -0.061    0.068
##     0.022    0.009    0.074
##     0.050    0.041    0.126
##                            
##    -0.078   -0.031    0.264
##    -0.046   -0.019    0.252
##     0.001    0.001    0.254
##                            
##    -0.015   -0.025    0.280
##     0.037    0.079    0.216
##     0.025    0.028    0.251
##    -0.003   -0.020    0.223
##    -0.268   -0.129    0.199
##     0.155    0.032    0.275
##    -0.010   -0.014    0.235
##     0.006    0.013    0.229
##    -0.005   -0.026    0.234
##                            
##    -0.006   -0.010    0.096
##     0.069    0.148    0.044
##     0.049    0.056    0.108
##    -0.001   -0.007    0.046
##     0.134    0.065    0.049
##     0.178    0.037    0.028
##    -0.009   -0.013    0.045
##     0.019    0.041    0.071
##    -0.008   -0.040    0.047
##    -0.066   -0.036    0.046
##    -0.151   -0.058    0.030
##                            
##    -0.111   -0.060    0.207
##    -0.023   -0.009    0.193
##                            
##    -0.030   -0.012    0.076
##    -0.017   -0.007    0.085
##     0.028    0.023    0.135
##                            
##    -0.045   -0.018    0.241
##     0.003    0.001    0.231
##     0.025    0.020    0.230
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##   Verbal_Fluency_Conservative.BL ~~                                    
##     Vrbl_Fln_C.FU1                    11.223    0.373   30.071    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     21.157    0.627   33.759    0.000
##   COG_REYII_SCORE.BL ~~                                                
##     COG_REYII_SCOR                     0.559    0.026   21.217    0.000
##  .MEM_BL ~~                                                            
##    .EF_DELTA                           0.235    0.058    4.083    0.000
##  .EF_BL ~~                                                             
##    .MEM_DELTA                          0.985    0.073   13.447    0.000
##    .MEM_BL                             1.628    0.071   22.931    0.000
##  .EF_DELTA ~~                                                          
##    .MEM_DELTA                          0.241    0.054    4.502    0.000
##   Multimorbidity ~~                                                    
##     Education                         -0.518    0.035  -14.844    0.000
##     Income                            -0.419    0.019  -21.874    0.000
##     BMI                                2.996    0.106   28.268    0.000
##     Source.BL                         -0.005    0.008   -0.649    0.516
##     White                              0.004    0.003    1.194    0.233
##     Smoking                            0.194    0.024    8.120    0.000
##     Alcohol                           -0.593    0.036  -16.306    0.000
##     Depression                         2.185    0.086   25.487    0.000
##     Age_BL                             0.223    0.009   25.210    0.000
##     Language_BL                       -0.014    0.006   -2.223    0.026
##     Language_FU1                      -0.014    0.006   -2.222    0.026
##     Materil_dprvtn                     0.072    0.007   11.098    0.000
##     Social_deprvtn                     0.070    0.007   10.544    0.000
##     Physical_ctvty                    -0.231    0.014  -16.415    0.000
##   Education ~~                                                         
##     Income                             0.825    0.024   34.539    0.000
##     BMI                               -1.930    0.124  -15.555    0.000
##     Source.BL                         -0.114    0.009  -12.121    0.000
##     White                             -0.020    0.004   -4.844    0.000
##     Smoking                           -0.747    0.030  -25.148    0.000
##     Alcohol                            0.785    0.044   17.806    0.000
##     Depression                        -1.304    0.101  -12.937    0.000
##     Age_BL                            -0.104    0.010   -9.924    0.000
##     Language_BL                       -0.046    0.007   -6.180    0.000
##     Language_FU1                      -0.045    0.007   -6.103    0.000
##     Materil_dprvtn                    -0.229    0.008  -28.233    0.000
##     Social_deprvtn                    -0.076    0.008   -9.467    0.000
##     Physical_ctvty                     0.161    0.017    9.466    0.000
##   Income ~~                                                            
##     BMI                               -1.101    0.068  -16.291    0.000
##     Source.BL                         -0.043    0.005   -8.414    0.000
##     White                              0.010    0.002    4.436    0.000
##     Smoking                           -0.293    0.016  -18.418    0.000
##     Alcohol                            0.648    0.024   26.641    0.000
##     Depression                        -1.416    0.056  -25.251    0.000
##     Age_BL                            -0.137    0.006  -23.605    0.000
##     Language_BL                       -0.060    0.004  -14.900    0.000
##     Language_FU1                      -0.060    0.004  -14.701    0.000
##     Materil_dprvtn                    -0.144    0.004  -32.412    0.000
##     Social_deprvtn                    -0.148    0.005  -32.544    0.000
##     Physical_ctvty                     0.131    0.009   14.181    0.000
##   BMI ~~                                                               
##     Source.BL                         -0.096    0.028   -3.468    0.001
##     White                              0.043    0.012    3.554    0.000
##     Smoking                            0.201    0.085    2.359    0.018
##     Alcohol                           -3.020    0.131  -23.134    0.000
##     Depression                         3.862    0.297   12.997    0.000
##     Age_BL                             0.258    0.031    8.364    0.000
##     Language_BL                       -0.113    0.022   -5.196    0.000
##     Language_FU1                      -0.115    0.022   -5.256    0.000
##     Materil_dprvtn                     0.339    0.023   14.513    0.000
##     Social_deprvtn                     0.216    0.024    9.134    0.000
##     Physical_ctvty                    -0.874    0.050  -17.466    0.000
##   Source.BL ~~                                                         
##     White                              0.003    0.001    2.809    0.005
##     Smoking                            0.033    0.006    5.013    0.000
##     Alcohol                           -0.084    0.010   -8.568    0.000
##     Depression                         0.020    0.022    0.889    0.374
##     Age_BL                            -0.006    0.002   -2.461    0.014
##     Language_BL                       -0.005    0.002   -3.238    0.001
##     Language_FU1                      -0.005    0.002   -2.793    0.005
##     Materil_dprvtn                     0.030    0.002   17.002    0.000
##     Social_deprvtn                    -0.000    0.002   -0.179    0.858
##     Physical_ctvty                    -0.004    0.004   -1.078    0.281
##   White ~~                                                             
##     Smoking                            0.032    0.003   11.416    0.000
##     Alcohol                            0.058    0.004   13.048    0.000
##     Depression                        -0.038    0.010   -3.837    0.000
##     Age_BL                             0.005    0.001    5.303    0.000
##     Language_BL                        0.003    0.001    4.025    0.000
##     Language_FU1                       0.003    0.001    4.494    0.000
##     Materil_dprvtn                    -0.003    0.001   -4.002    0.000
##     Social_deprvtn                     0.002    0.001    2.631    0.009
##     Physical_ctvty                    -0.000    0.002   -0.277    0.782
##   Smoking ~~                                                           
##     Alcohol                            0.093    0.030    3.076    0.002
##     Depression                         0.941    0.070   13.472    0.000
##     Age_BL                            -0.010    0.007   -1.316    0.188
##     Language_BL                        0.054    0.005   10.390    0.000
##     Language_FU1                       0.056    0.005   10.811    0.000
##     Materil_dprvtn                     0.078    0.005   14.307    0.000
##     Social_deprvtn                     0.084    0.006   15.102    0.000
##     Physical_ctvty                    -0.063    0.012   -5.344    0.000
##   Alcohol ~~                                                           
##     Depression                        -1.460    0.105  -13.879    0.000
##     Age_BL                             0.006    0.011    0.556    0.578
##     Language_BL                        0.064    0.008    8.290    0.000
##     Language_FU1                       0.067    0.008    8.751    0.000
##     Materil_dprvtn                    -0.152    0.008  -18.350    0.000
##     Social_deprvtn                    -0.067    0.008   -8.037    0.000
##     Physical_ctvty                     0.137    0.018    7.794    0.000
##   Depression ~~                                                        
##     Age_BL                            -0.039    0.025   -1.554    0.120
##     Language_BL                        0.044    0.018    2.464    0.014
##     Language_FU1                       0.042    0.018    2.335    0.020
##     Materil_dprvtn                     0.228    0.019   12.018    0.000
##     Social_deprvtn                     0.218    0.019   11.295    0.000
##     Physical_ctvty                    -0.520    0.041  -12.692    0.000
##   Age_BL ~~                                                            
##     Language_BL                       -0.000    0.002   -0.088    0.930
##     Language_FU1                      -0.000    0.002   -0.269    0.788
##     Materil_dprvtn                    -0.001    0.002   -0.437    0.662
##     Social_deprvtn                     0.011    0.002    5.516    0.000
##     Physical_ctvty                    -0.077    0.004  -18.121    0.000
##   Language_BL ~~                                                       
##     Language_FU1                       0.142    0.002   77.176    0.000
##     Materil_dprvtn                     0.026    0.001   18.345    0.000
##     Social_deprvtn                     0.023    0.001   15.882    0.000
##     Physical_ctvty                    -0.013    0.003   -4.231    0.000
##   Language_FU1 ~~                                                      
##     Materil_dprvtn                     0.026    0.001   18.155    0.000
##     Social_deprvtn                     0.023    0.001   15.821    0.000
##     Physical_ctvty                    -0.013    0.003   -4.343    0.000
##   Material_deprivation ~~                                              
##     Social_deprvtn                     0.016    0.001   10.897    0.000
##     Physical_ctvty                    -0.016    0.003   -5.000    0.000
##   Social_deprivation ~~                                                
##     Physical_ctvty                    -0.023    0.003   -7.171    0.000
##  ci.lower ci.upper   Std.lv  Std.all      FMI
##                                              
##    10.492   11.955   11.223    0.465    0.150
##                                              
##    19.929   22.385   21.157    0.496    0.178
##                                              
##     0.508    0.611    0.559    0.229    0.255
##                                              
##     0.122    0.348    0.158    0.158    0.252
##                                              
##     0.841    1.128    0.204    0.204    0.240
##     1.489    1.767    0.325    0.325    0.053
##                                              
##     0.136    0.346    0.169    0.169    0.252
##                                              
##    -0.586   -0.449   -0.518   -0.140    0.058
##    -0.457   -0.382   -0.419   -0.212    0.094
##     2.789    3.204    2.996    0.275    0.073
##    -0.020    0.010   -0.005   -0.006    0.042
##    -0.003    0.011    0.004    0.011    0.055
##     0.148    0.241    0.194    0.076    0.057
##    -0.664   -0.521   -0.593   -0.156    0.081
##     2.017    2.353    2.185    0.246    0.070
##     0.206    0.241    0.223    0.240    0.048
##    -0.026   -0.002   -0.014   -0.021    0.058
##    -0.026   -0.002   -0.014   -0.021    0.066
##     0.060    0.085    0.072    0.106    0.088
##     0.057    0.083    0.070    0.100    0.084
##    -0.259   -0.204   -0.231   -0.162    0.140
##                                              
##     0.778    0.871    0.825    0.336    0.038
##    -2.173   -1.687   -1.930   -0.143    0.006
##    -0.133   -0.096   -0.114   -0.110    0.001
##    -0.028   -0.012   -0.020   -0.044    0.003
##    -0.806   -0.689   -0.747   -0.234    0.006
##     0.699    0.872    0.785    0.166    0.031
##    -1.502   -1.107   -1.304   -0.118    0.005
##    -0.125   -0.084   -0.104   -0.090    0.001
##    -0.060   -0.031   -0.046   -0.056    0.002
##    -0.060   -0.031   -0.045   -0.056    0.010
##    -0.245   -0.213   -0.229   -0.268    0.030
##    -0.091   -0.060   -0.076   -0.087    0.035
##     0.127    0.194    0.161    0.091    0.099
##                                              
##    -1.234   -0.969   -1.101   -0.153    0.049
##    -0.053   -0.033   -0.043   -0.078    0.039
##     0.006    0.014    0.010    0.041    0.056
##    -0.324   -0.262   -0.293   -0.173    0.042
##     0.600    0.695    0.648    0.257    0.063
##    -1.526   -1.306   -1.416   -0.241    0.049
##    -0.148   -0.126   -0.137   -0.223    0.036
##    -0.068   -0.052   -0.060   -0.139    0.038
##    -0.068   -0.052   -0.060   -0.137    0.043
##    -0.153   -0.135   -0.144   -0.317    0.062
##    -0.156   -0.139   -0.148   -0.320    0.067
##     0.113    0.149    0.131    0.138    0.126
##                                              
##    -0.150   -0.042   -0.096   -0.031    0.007
##     0.019    0.066    0.043    0.032    0.009
##     0.034    0.368    0.201    0.021    0.010
##    -3.276   -2.764   -3.020   -0.217    0.028
##     3.279    4.444    3.862    0.119    0.012
##     0.198    0.319    0.258    0.076    0.007
##    -0.156   -0.071   -0.113   -0.047    0.007
##    -0.158   -0.072   -0.115   -0.048    0.013
##     0.293    0.385    0.339    0.135    0.043
##     0.169    0.262    0.216    0.085    0.045
##    -0.972   -0.776   -0.874   -0.168    0.088
##                                              
##     0.001    0.004    0.003    0.025   -0.000
##     0.020    0.045    0.033    0.045    0.004
##    -0.103   -0.064   -0.084   -0.079    0.023
##    -0.024    0.064    0.020    0.008    0.002
##    -0.010   -0.001   -0.006   -0.022   -0.000
##    -0.009   -0.002   -0.005   -0.029   -0.000
##    -0.008   -0.001   -0.005   -0.025    0.007
##     0.027    0.034    0.030    0.158    0.034
##    -0.004    0.003   -0.000   -0.002    0.038
##    -0.012    0.003   -0.004   -0.010    0.097
##                                              
##     0.027    0.038    0.032    0.104    0.005
##     0.049    0.067    0.058    0.126    0.107
##    -0.057   -0.018   -0.038   -0.035    0.008
##     0.003    0.007    0.005    0.048   -0.000
##     0.001    0.004    0.003    0.036   -0.000
##     0.002    0.005    0.003    0.041    0.009
##    -0.005   -0.002   -0.003   -0.037    0.033
##     0.001    0.004    0.002    0.024    0.036
##    -0.004    0.003   -0.000   -0.003    0.114
##                                              
##     0.034    0.151    0.093    0.028    0.028
##     0.804    1.078    0.941    0.123    0.007
##    -0.024    0.005   -0.010   -0.012    0.004
##     0.043    0.064    0.054    0.095    0.004
##     0.046    0.066    0.056    0.099    0.012
##     0.068    0.089    0.078    0.133    0.038
##     0.073    0.095    0.084    0.141    0.041
##    -0.086   -0.040   -0.063   -0.051    0.111
##                                              
##    -1.667   -1.254   -1.460   -0.129    0.033
##    -0.015    0.027    0.006    0.005    0.024
##     0.049    0.079    0.064    0.076    0.018
##     0.052    0.083    0.067    0.080    0.023
##    -0.168   -0.136   -0.152   -0.174    0.059
##    -0.083   -0.051   -0.067   -0.075    0.061
##     0.102    0.171    0.137    0.075    0.109
##                                              
##    -0.088    0.010   -0.039   -0.014    0.003
##     0.009    0.079    0.044    0.022    0.003
##     0.007    0.076    0.042    0.021    0.011
##     0.190    0.265    0.228    0.111    0.037
##     0.180    0.255    0.218    0.105    0.041
##    -0.600   -0.440   -0.520   -0.122    0.105
##                                              
##    -0.004    0.003   -0.000   -0.001   -0.000
##    -0.004    0.003   -0.000   -0.002    0.005
##    -0.005    0.003   -0.001   -0.004    0.032
##     0.007    0.015    0.011    0.051    0.035
##    -0.085   -0.069   -0.077   -0.173    0.079
##                                              
##     0.138    0.145    0.142    0.976    0.002
##     0.023    0.029    0.026    0.171    0.029
##     0.020    0.025    0.023    0.147    0.031
##    -0.018   -0.007   -0.013   -0.040    0.071
##                                              
##     0.023    0.028    0.026    0.169    0.035
##     0.020    0.025    0.023    0.147    0.036
##    -0.019   -0.007   -0.013   -0.041    0.075
##                                              
##     0.013    0.019    0.016    0.101    0.038
##    -0.022   -0.010   -0.016   -0.048    0.122
##                                              
##    -0.029   -0.017   -0.023   -0.069    0.104
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .EF_BL     (e3)   21.640    0.321   67.418    0.000   21.011   22.269
##    .MEM_BL    (f3)    5.122    0.099   51.649    0.000    4.928    5.316
##    .EF_DELTA  (l3)    6.220    0.478   13.004    0.000    5.282    7.157
##    .MEM_DELTA (n3)    4.109    0.117   35.268    0.000    3.881    4.338
##     Mltmrbdty         1.935    0.016  120.764    0.000    1.904    1.966
##     Education         0.403    0.019   20.729    0.000    0.365    0.441
##     Income            0.289    0.011   27.435    0.000    0.269    0.310
##     BMI              27.762    0.057  485.554    0.000   27.650   27.874
##     Source.BL         1.366    0.004  313.651    0.000    1.357    1.374
##     White             0.454    0.002  239.407    0.000    0.450    0.458
##     Smoking           0.446    0.013   33.101    0.000    0.419    0.472
##     Alcohol          -0.610    0.020  -30.211    0.000   -0.649   -0.570
##     Depressin         0.882    0.047   18.944    0.000    0.791    0.973
##     Age_BL            0.000    0.005    0.000    1.000   -0.010    0.010
##     Langug_BL         1.177    0.003  341.263    0.000    1.170    1.183
##     Langg_FU1         1.176    0.003  340.631    0.000    1.169    1.183
##     Mtrl_dprv         0.033    0.004    9.108    0.000    0.026    0.040
##     Scl_dprvt         0.026    0.004    6.896    0.000    0.018    0.033
##     Physcl_ct         0.082    0.008   10.442    0.000    0.066    0.097
##    Std.lv  Std.all      FMI
##     5.588    5.588    0.036
##     3.280    3.280    0.040
##     1.966    1.966    0.253
##     2.442    2.442    0.214
##     1.935    1.121    0.052
##     0.403    0.188    0.001
##     0.289    0.253    0.039
##    27.762    4.402    0.006
##     1.366    2.836   -0.000
##     0.454    2.164   -0.000
##     0.446    0.300    0.004
##    -0.610   -0.276    0.023
##     0.882    0.171    0.002
##     0.000    0.000   -0.000
##     1.177    3.085   -0.000
##     1.176    3.089    0.006
##     0.033    0.084    0.031
##     0.026    0.063    0.034
##     0.082    0.099    0.083
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .EF_BL     (g3)   10.968    0.349   31.459    0.000   10.285   11.652
##    .MEM_BL    (h3)    2.293    0.031   72.872    0.000    2.231    2.355
##     Vr_F_C.BL (i3)   24.129    0.364   66.309    0.000   23.416   24.842
##     V_F_C.FU1 (i3)   24.129    0.364   66.309    0.000   23.416   24.842
##    .MAT_Sc.BL (j3)   42.692    0.598   71.403    0.000   41.520   43.864
##    .MAT_S.FU1 (j3)   42.692    0.598   71.403    0.000   41.520   43.864
##     COG_REYII (k3)    2.446    0.024  100.723    0.000    2.399    2.494
##     COG_REYII (k3)    2.446    0.024  100.723    0.000    2.399    2.494
##    .EF_DELTA  (m3)    0.960    0.233    4.117    0.000    0.503    1.417
##    .MEM_DELTA (o3)    2.116    0.032   66.986    0.000    2.054    2.177
##     Mltmrbdty         2.979    0.039   75.495    0.000    2.902    3.056
##     Education         4.613    0.059   78.140    0.000    4.497    4.728
##     Income            1.307    0.017   76.124    0.000    1.273    1.340
##     BMI              39.769    0.511   77.878    0.000   38.768   40.770
##     Source.BL         0.232    0.003   78.211    0.000    0.226    0.238
##     White             0.044    0.001   78.211    0.000    0.043    0.045
##     Smoking           2.208    0.028   78.038    0.000    2.153    2.264
##     Alcohol           4.868    0.063   76.912    0.000    4.744    4.992
##     Depressin        26.466    0.339   78.113    0.000   25.802   27.130
##     Age_BL            0.290    0.004   78.211    0.000    0.282    0.297
##     Langug_BL         0.145    0.002   78.211    0.000    0.142    0.149
##     Langg_FU1         0.145    0.002   77.836    0.000    0.141    0.149
##     Mtrl_dprv         0.158    0.002   76.681    0.000    0.154    0.162
##     Scl_dprvt         0.163    0.002   76.680    0.000    0.159    0.167
##     Physcl_ct         0.683    0.009   74.691    0.000    0.665    0.701
##    Std.lv  Std.all      FMI
##     0.731    0.731    0.052
##     0.941    0.941    0.053
##    24.129    0.617    0.092
##    24.129    0.707    0.092
##    42.692    0.662    0.086
##    42.692    0.746    0.086
##     2.446    0.501    0.125
##     2.446    0.463    0.125
##     0.096    0.096    0.257
##     0.747    0.747    0.202
##     2.979    1.000    0.068
##     4.613    1.000    0.002
##     1.307    1.000    0.053
##    39.769    1.000    0.009
##     0.232    1.000   -0.000
##     0.044    1.000   -0.000
##     2.208    1.000    0.004
##     4.868    1.000    0.033
##    26.466    1.000    0.003
##     0.290    1.000   -0.000
##     0.145    1.000   -0.000
##     0.145    1.000    0.010
##     0.158    1.000    0.039
##     0.163    1.000    0.039
##     0.683    1.000    0.088
## 
## 
## Group 4 []:
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_BL =~                                                              
##     MAT_Sc.BL (b4)    1.278    0.005  273.607    0.000    1.269    1.287
##   EF_FU1 =~                                                             
##     MAT_S.FU1 (b4)    1.278    0.005  273.607    0.000    1.269    1.287
##   MEM_BL =~                                                             
##     COG_REYI_ (d4)    1.599    0.007  244.708    0.000    1.587    1.612
##   MEM_FU1 =~                                                            
##     COG_REYI_ (d4)    1.599    0.007  244.708    0.000    1.587    1.612
##    Std.lv  Std.all      FMI
##                            
##     5.139    0.589    0.090
##                            
##     4.837    0.565    0.090
##                            
##     1.909    1.000    0.132
##                            
##     2.036    1.000    0.132
## 
## Regressions:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_DELTA ~                                                            
##     EF_BL             0.834    0.025   33.262    0.000    0.785    0.883
##   MEM_DELTA ~                                                           
##     MEM_BL            0.424    0.012   34.970    0.000    0.400    0.448
##   EF_DELTA ~                                                            
##     Mltmrbd          -0.052    0.026   -2.014    0.044   -0.102   -0.001
##     Educatn           0.035    0.023    1.552    0.121   -0.009    0.080
##     Income           -0.016    0.055   -0.281    0.779   -0.124    0.093
##     BMI               0.032    0.011    2.827    0.005    0.010    0.054
##     Sorc.BL          -0.486    0.097   -4.989    0.000   -0.677   -0.295
##     White            -0.065    0.238   -0.275    0.783   -0.531    0.400
##     Smoking          -0.011    0.041   -0.256    0.798   -0.091    0.070
##     Alcohol           0.020    0.020    1.040    0.298   -0.018    0.059
##     Deprssn          -0.001    0.012   -0.123    0.902   -0.025    0.022
##   EF_BL ~                                                               
##     Mltmrbd           0.002    0.029    0.085    0.933   -0.054    0.059
##     Educatn           0.478    0.022   21.515    0.000    0.435    0.522
##     Income            0.543    0.064    8.466    0.000    0.417    0.668
##     BMI              -0.009    0.013   -0.701    0.483   -0.034    0.016
##     Sorc.BL          -0.096    0.113   -0.853    0.394   -0.317    0.125
##     White             2.315    0.261    8.878    0.000    1.804    2.826
##     Smoking          -0.089    0.047   -1.900    0.057   -0.181    0.003
##     Alcohol           0.170    0.022    7.719    0.000    0.127    0.214
##     Deprssn          -0.065    0.013   -4.867    0.000   -0.091   -0.039
##     Age_BL           -2.198    0.097  -22.610    0.000   -2.389   -2.008
##     Lngg_BL          -1.488    0.146  -10.216    0.000   -1.773   -1.202
##   EF_DELTA ~                                                            
##     Age_BL           -0.554    0.100   -5.526    0.000   -0.750   -0.357
##     Lng_FU1           0.039    0.131    0.300    0.764   -0.217    0.296
##   EF_BL ~                                                               
##     Mtrl_dp (c111)   -0.366    0.146   -2.506    0.012   -0.652   -0.080
##     Scl_dpr (c121)    0.145    0.132    1.094    0.274   -0.115    0.404
##     Physcl_ (b11d)    0.240    0.084    2.842    0.004    0.074    0.405
##   EF_DELTA ~                                                            
##     Mtrl_dp (c211)    0.041    0.129    0.321    0.749   -0.212    0.294
##     Scl_dpr (c221)    0.020    0.115    0.169    0.866   -0.207    0.246
##     Physcl_ (b21d)    0.246    0.070    3.488    0.000    0.108    0.384
##   MEM_DELTA ~                                                           
##     Mltmrbd          -0.003    0.008   -0.420    0.674   -0.018    0.012
##     Educatn           0.034    0.006    5.893    0.000    0.023    0.045
##     Income            0.079    0.016    4.918    0.000    0.048    0.111
##     BMI               0.006    0.003    1.755    0.079   -0.001    0.012
##     Sorc.BL          -0.250    0.029   -8.689    0.000   -0.307   -0.194
##     White             0.049    0.068    0.718    0.473   -0.085    0.183
##     Smoking          -0.022    0.012   -1.822    0.068   -0.046    0.002
##     Alcohol           0.017    0.006    2.998    0.003    0.006    0.028
##     Deprssn          -0.003    0.003   -0.817    0.414   -0.010    0.004
##   MEM_BL ~                                                              
##     Mltmrbd          -0.001    0.007   -0.098    0.922   -0.014    0.013
##     Educatn           0.062    0.005   11.984    0.000    0.052    0.072
##     Income            0.099    0.015    6.607    0.000    0.070    0.128
##     BMI               0.003    0.003    0.881    0.378   -0.003    0.009
##     Sorc.BL           0.108    0.026    4.129    0.000    0.056    0.159
##     White             0.259    0.061    4.248    0.000    0.140    0.379
##     Smoking          -0.026    0.011   -2.378    0.017   -0.047   -0.005
##     Alcohol           0.029    0.005    5.620    0.000    0.019    0.039
##     Deprssn          -0.016    0.003   -5.128    0.000   -0.022   -0.010
##     Age_BL           -0.513    0.023  -22.496    0.000   -0.557   -0.468
##     Lngg_BL          -0.153    0.034   -4.509    0.000   -0.219   -0.086
##   MEM_DELTA ~                                                           
##     Age_BL           -0.399    0.026  -15.501    0.000   -0.450   -0.349
##     Lng_FU1           0.057    0.037    1.517    0.129   -0.017    0.130
##   MEM_BL ~                                                              
##     Mtrl_dp (c122)   -0.018    0.024   -0.780    0.436   -0.065    0.028
##     Scl_dpr (c122)   -0.018    0.024   -0.780    0.436   -0.065    0.028
##     Physcl_ (b12d)    0.079    0.020    4.026    0.000    0.041    0.118
##   MEM_DELTA ~                                                           
##     Mtrl_dp (c212)    0.008    0.038    0.218    0.827   -0.066    0.083
##     Scl_dpr (c222)    0.038    0.034    1.120    0.263   -0.029    0.106
##     Physcl_ (b22d)    0.095    0.021    4.557    0.000    0.054    0.136
##    Std.lv  Std.all      FMI
##                            
##     0.886    0.886    0.321
##                            
##     0.397    0.397    0.295
##                            
##    -0.014   -0.027    0.395
##     0.009    0.025    0.314
##    -0.004   -0.004    0.299
##     0.008    0.036    0.314
##    -0.129   -0.061    0.303
##    -0.017   -0.004    0.336
##    -0.003   -0.003    0.321
##     0.005    0.013    0.319
##    -0.000   -0.002    0.335
##                            
##     0.001    0.001    0.135
##     0.119    0.314    0.058
##     0.135    0.130    0.099
##    -0.002   -0.010    0.058
##    -0.024   -0.011    0.049
##     0.576    0.117    0.054
##    -0.022   -0.025    0.051
##     0.042    0.105    0.064
##    -0.016   -0.066    0.065
##    -0.547   -0.314    0.050
##    -0.370   -0.135    0.038
##                            
##    -0.146   -0.084    0.305
##     0.010    0.004    0.292
##                            
##    -0.091   -0.036    0.093
##     0.036    0.015    0.087
##     0.060    0.041    0.144
##                            
##     0.011    0.004    0.335
##     0.005    0.002    0.319
##     0.065    0.045    0.325
##                            
##    -0.002   -0.005    0.363
##     0.027    0.071    0.294
##     0.062    0.060    0.290
##     0.005    0.020    0.291
##    -0.197   -0.094    0.275
##     0.038    0.008    0.312
##    -0.018   -0.020    0.308
##     0.014    0.033    0.309
##    -0.002   -0.009    0.313
##                            
##    -0.001   -0.001    0.130
##     0.052    0.136    0.061
##     0.083    0.080    0.105
##     0.002    0.010    0.071
##     0.090    0.043    0.058
##     0.217    0.044    0.064
##    -0.022   -0.025    0.052
##     0.024    0.060    0.076
##    -0.013   -0.054    0.070
##    -0.430   -0.247    0.058
##    -0.128   -0.047    0.033
##                            
##    -0.314   -0.180    0.284
##     0.044    0.016    0.266
##                            
##    -0.015   -0.006    0.091
##    -0.015   -0.006    0.091
##     0.067    0.046    0.156
##                            
##     0.007    0.003    0.313
##     0.030    0.012    0.304
##     0.075    0.052    0.306
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##   Verbal_Fluency_Conservative.BL ~~                                    
##     Vrbl_Fln_C.FU1                     9.422    0.420   22.419    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     27.289    0.868   31.422    0.000
##   COG_REYII_SCORE.BL ~~                                                
##     COG_REYII_SCOR                     0.605    0.029   21.026    0.000
##  .MEM_BL ~~                                                            
##    .EF_DELTA                           0.122    0.054    2.258    0.024
##  .EF_BL ~~                                                             
##    .MEM_DELTA                          0.646    0.062   10.347    0.000
##    .MEM_BL                             1.397    0.060   23.150    0.000
##  .EF_DELTA ~~                                                          
##    .MEM_DELTA                          0.329    0.050    6.601    0.000
##   Multimorbidity ~~                                                    
##     Education                         -0.522    0.060   -8.737    0.000
##     Income                            -0.187    0.022   -8.395    0.000
##     BMI                                1.577    0.098   16.170    0.000
##     Source.BL                          0.028    0.011    2.669    0.008
##     White                              0.003    0.005    0.665    0.506
##     Smoking                            0.207    0.026    7.991    0.000
##     Alcohol                           -0.471    0.056   -8.378    0.000
##     Depression                         1.674    0.094   17.815    0.000
##     Age_BL                             0.196    0.013   15.078    0.000
##     Language_BL                       -0.003    0.008   -0.313    0.754
##     Language_FU1                      -0.002    0.008   -0.270    0.788
##     Materil_dprvtn                     0.046    0.009    5.096    0.000
##     Social_deprvtn                     0.044    0.009    4.735    0.000
##     Physical_ctvty                    -0.277    0.017  -16.637    0.000
##   Education ~~                                                         
##     Income                             0.938    0.030   31.644    0.000
##     BMI                               -1.234    0.121  -10.176    0.000
##     Source.BL                         -0.150    0.014  -11.047    0.000
##     White                             -0.029    0.006   -5.126    0.000
##     Smoking                           -0.560    0.033  -16.957    0.000
##     Alcohol                            1.062    0.071   14.850    0.000
##     Depression                        -0.944    0.115   -8.207    0.000
##     Age_BL                            -0.155    0.016   -9.565    0.000
##     Language_BL                       -0.062    0.010   -5.980    0.000
##     Language_FU1                      -0.061    0.010   -5.926    0.000
##     Materil_dprvtn                    -0.296    0.012  -24.944    0.000
##     Social_deprvtn                    -0.090    0.012   -7.533    0.000
##     Physical_ctvty                     0.128    0.021    6.158    0.000
##   Income ~~                                                            
##     BMI                               -0.090    0.045   -1.993    0.046
##     Source.BL                         -0.053    0.005  -10.495    0.000
##     White                              0.011    0.002    5.006    0.000
##     Smoking                           -0.130    0.012  -10.627    0.000
##     Alcohol                            0.484    0.027   18.025    0.000
##     Depression                        -0.642    0.043  -14.782    0.000
##     Age_BL                            -0.052    0.006   -8.596    0.000
##     Language_BL                       -0.048    0.004  -12.384    0.000
##     Language_FU1                      -0.048    0.004  -12.355    0.000
##     Materil_dprvtn                    -0.125    0.004  -27.832    0.000
##     Social_deprvtn                    -0.089    0.005  -19.677    0.000
##     Physical_ctvty                     0.086    0.008   11.157    0.000
##   BMI ~~                                                               
##     Source.BL                         -0.221    0.022  -10.084    0.000
##     White                              0.063    0.009    6.837    0.000
##     Smoking                            0.217    0.053    4.118    0.000
##     Alcohol                           -0.756    0.114   -6.609    0.000
##     Depression                         0.527    0.185    2.841    0.004
##     Age_BL                            -0.345    0.026  -13.062    0.000
##     Language_BL                        0.011    0.017    0.668    0.504
##     Language_FU1                       0.007    0.017    0.438    0.661
##     Materil_dprvtn                     0.100    0.019    5.379    0.000
##     Social_deprvtn                     0.038    0.019    1.986    0.047
##     Physical_ctvty                    -0.281    0.034   -8.382    0.000
##   Source.BL ~~                                                         
##     White                              0.001    0.001    0.609    0.542
##     Smoking                            0.024    0.006    4.095    0.000
##     Alcohol                           -0.074    0.013   -5.837    0.000
##     Depression                         0.073    0.021    3.515    0.000
##     Age_BL                             0.017    0.003    5.713    0.000
##     Language_BL                       -0.003    0.002   -1.390    0.165
##     Language_FU1                      -0.002    0.002   -0.816    0.415
##     Materil_dprvtn                     0.041    0.002   19.407    0.000
##     Social_deprvtn                     0.000    0.002    0.025    0.980
##     Physical_ctvty                    -0.014    0.004   -3.766    0.000
##   White ~~                                                             
##     Smoking                            0.013    0.002    5.249    0.000
##     Alcohol                            0.048    0.006    8.590    0.000
##     Depression                        -0.017    0.009   -1.903    0.057
##     Age_BL                             0.002    0.001    1.882    0.060
##     Language_BL                        0.005    0.001    6.069    0.000
##     Language_FU1                       0.005    0.001    6.160    0.000
##     Materil_dprvtn                    -0.003    0.001   -2.889    0.004
##     Social_deprvtn                     0.003    0.001    3.151    0.002
##     Physical_ctvty                     0.002    0.002    1.063    0.288
##   Smoking ~~                                                           
##     Alcohol                            0.097    0.031    3.160    0.002
##     Depression                         0.353    0.050    7.058    0.000
##     Age_BL                            -0.032    0.007   -4.555    0.000
##     Language_BL                        0.029    0.004    6.552    0.000
##     Language_FU1                       0.030    0.005    6.649    0.000
##     Materil_dprvtn                     0.049    0.005    9.884    0.000
##     Social_deprvtn                     0.050    0.005    9.738    0.000
##     Physical_ctvty                    -0.066    0.009   -7.351    0.000
##   Alcohol ~~                                                           
##     Depression                        -0.602    0.108   -5.550    0.000
##     Age_BL                            -0.047    0.015   -3.101    0.002
##     Language_BL                        0.033    0.010    3.420    0.001
##     Language_FU1                       0.034    0.010    3.504    0.000
##     Materil_dprvtn                    -0.151    0.011  -13.848    0.000
##     Social_deprvtn                    -0.066    0.011   -5.904    0.000
##     Physical_ctvty                     0.138    0.019    7.092    0.000
##   Depression ~~                                                        
##     Age_BL                             0.102    0.025    4.091    0.000
##     Language_BL                        0.024    0.016    1.516    0.130
##     Language_FU1                       0.029    0.016    1.807    0.071
##     Materil_dprvtn                     0.097    0.018    5.542    0.000
##     Social_deprvtn                     0.134    0.018    7.361    0.000
##     Physical_ctvty                    -0.341    0.032  -10.634    0.000
##   Age_BL ~~                                                            
##     Language_BL                       -0.003    0.002   -1.395    0.163
##     Language_FU1                      -0.003    0.002   -1.209    0.227
##     Materil_dprvtn                    -0.004    0.002   -1.789    0.074
##     Social_deprvtn                     0.012    0.003    4.595    0.000
##     Physical_ctvty                    -0.100    0.005  -21.820    0.000
##   Language_BL ~~                                                       
##     Language_FU1                       0.130    0.002   65.548    0.000
##     Materil_dprvtn                     0.024    0.002   15.004    0.000
##     Social_deprvtn                     0.023    0.002   13.736    0.000
##     Physical_ctvty                    -0.003    0.003   -1.111    0.266
##   Language_FU1 ~~                                                      
##     Materil_dprvtn                     0.024    0.002   14.699    0.000
##     Social_deprvtn                     0.022    0.002   13.351    0.000
##     Physical_ctvty                    -0.003    0.003   -1.098    0.272
##   Material_deprivation ~~                                              
##     Social_deprvtn                     0.011    0.002    5.929    0.000
##     Physical_ctvty                    -0.008    0.003   -2.644    0.008
##   Social_deprivation ~~                                                
##     Physical_ctvty                    -0.030    0.003   -9.154    0.000
##  ci.lower ci.upper   Std.lv  Std.all      FMI
##                                              
##     8.598   10.246    9.422    0.437    0.184
##                                              
##    25.587   28.991   27.289    0.548    0.199
##                                              
##     0.549    0.661    0.605    0.273    0.289
##                                              
##     0.016    0.228    0.098    0.098    0.308
##                                              
##     0.524    0.769    0.193    0.193    0.305
##     1.279    1.515    0.399    0.399    0.070
##                                              
##     0.232    0.427    0.276    0.276    0.329
##                                              
##    -0.640   -0.405   -0.522   -0.098    0.102
##    -0.231   -0.143   -0.187   -0.096    0.136
##     1.386    1.768    1.577    0.184    0.094
##     0.008    0.049    0.028    0.029    0.069
##    -0.006    0.012    0.003    0.007    0.095
##     0.156    0.258    0.207    0.090    0.097
##    -0.581   -0.361   -0.471   -0.095    0.109
##     1.490    1.858    1.674    0.206    0.116
##     0.170    0.221    0.196    0.170    0.082
##    -0.019    0.013   -0.003   -0.003    0.084
##    -0.018    0.014   -0.002   -0.003    0.095
##     0.028    0.064    0.046    0.058    0.111
##     0.026    0.063    0.044    0.054    0.124
##    -0.309   -0.244   -0.277   -0.199    0.179
##                                              
##     0.880    0.996    0.938    0.367    0.048
##    -1.472   -0.997   -1.234   -0.109    0.006
##    -0.176   -0.123   -0.150   -0.119    0.004
##    -0.041   -0.018   -0.029   -0.055    0.008
##    -0.625   -0.495   -0.560   -0.184    0.012
##     0.922    1.202    1.062    0.162    0.030
##    -1.170   -0.719   -0.944   -0.088    0.013
##    -0.187   -0.124   -0.155   -0.102    0.004
##    -0.082   -0.041   -0.062   -0.064    0.005
##    -0.082   -0.041   -0.061   -0.064    0.018
##    -0.319   -0.273   -0.296   -0.282    0.045
##    -0.113   -0.066   -0.090   -0.083    0.053
##     0.087    0.168    0.128    0.070    0.116
##                                              
##    -0.179   -0.001   -0.090   -0.022    0.056
##    -0.063   -0.043   -0.053   -0.115    0.045
##     0.006    0.015    0.011    0.055    0.044
##    -0.154   -0.106   -0.130   -0.117    0.059
##     0.431    0.537    0.484    0.203    0.068
##    -0.727   -0.557   -0.642   -0.164    0.056
##    -0.064   -0.040   -0.052   -0.094    0.049
##    -0.056   -0.040   -0.048   -0.136    0.042
##    -0.056   -0.040   -0.048   -0.136    0.051
##    -0.133   -0.116   -0.125   -0.325    0.082
##    -0.098   -0.080   -0.089   -0.224    0.086
##     0.071    0.101    0.086    0.129    0.139
##                                              
##    -0.264   -0.178   -0.221   -0.108    0.003
##     0.045    0.081    0.063    0.073    0.000
##     0.113    0.320    0.217    0.044    0.010
##    -0.981   -0.532   -0.756   -0.071    0.028
##     0.163    0.890    0.527    0.030    0.010
##    -0.397   -0.293   -0.345   -0.140    0.003
##    -0.022    0.044    0.011    0.007    0.003
##    -0.025    0.040    0.007    0.005    0.014
##     0.063    0.136    0.100    0.059    0.046
##     0.001    0.076    0.038    0.022    0.051
##    -0.347   -0.216   -0.281   -0.095    0.111
##                                              
##    -0.001    0.003    0.001    0.006   -0.000
##     0.013    0.036    0.024    0.044    0.007
##    -0.100   -0.049   -0.074   -0.063    0.024
##     0.032    0.113    0.073    0.038    0.007
##     0.011    0.022    0.017    0.061   -0.000
##    -0.006    0.001   -0.003   -0.015   -0.000
##    -0.005    0.002   -0.002   -0.009    0.013
##     0.037    0.045    0.041    0.215    0.040
##    -0.004    0.004    0.000    0.000    0.047
##    -0.021   -0.007   -0.014   -0.042    0.108
##                                              
##     0.008    0.018    0.013    0.056    0.005
##     0.037    0.059    0.048    0.095    0.074
##    -0.034    0.001   -0.017   -0.020    0.017
##    -0.000    0.005    0.002    0.020   -0.000
##     0.003    0.006    0.005    0.065   -0.000
##     0.003    0.006    0.005    0.066    0.012
##    -0.004   -0.001   -0.003   -0.031    0.035
##     0.001    0.005    0.003    0.034    0.039
##    -0.001    0.005    0.002    0.012    0.121
##                                              
##     0.037    0.158    0.097    0.034    0.034
##     0.255    0.451    0.353    0.076    0.013
##    -0.046   -0.018   -0.032   -0.049    0.008
##     0.021    0.038    0.029    0.070    0.007
##     0.021    0.039    0.030    0.072    0.019
##     0.039    0.059    0.049    0.108    0.042
##     0.040    0.060    0.050    0.107    0.046
##    -0.084   -0.049   -0.066   -0.083    0.115
##                                              
##    -0.815   -0.389   -0.602   -0.060    0.031
##    -0.077   -0.017   -0.047   -0.033    0.022
##     0.014    0.052    0.033    0.037    0.013
##     0.015    0.053    0.034    0.038    0.024
##    -0.172   -0.130   -0.151   -0.154    0.062
##    -0.088   -0.044   -0.066   -0.065    0.067
##     0.100    0.176    0.138    0.081    0.121
##                                              
##     0.053    0.151    0.102    0.044    0.009
##    -0.007    0.055    0.024    0.016    0.005
##    -0.002    0.060    0.029    0.019    0.017
##     0.063    0.132    0.097    0.060    0.047
##     0.098    0.169    0.134    0.080    0.048
##    -0.404   -0.278   -0.341   -0.121    0.120
##                                              
##    -0.007    0.001   -0.003   -0.015   -0.000
##    -0.007    0.002   -0.003   -0.013    0.011
##    -0.009    0.000   -0.004   -0.019    0.042
##     0.007    0.017    0.012    0.050    0.047
##    -0.109   -0.091   -0.100   -0.251    0.093
##                                              
##     0.126    0.134    0.130    0.977    0.005
##     0.021    0.027    0.024    0.165    0.044
##     0.019    0.026    0.023    0.152    0.050
##    -0.009    0.002   -0.003   -0.012    0.090
##                                              
##     0.020    0.027    0.024    0.163    0.055
##     0.019    0.025    0.022    0.148    0.058
##    -0.009    0.002   -0.003   -0.012    0.096
##                                              
##     0.007    0.014    0.011    0.065    0.048
##    -0.015   -0.002   -0.008   -0.030    0.141
##                                              
##    -0.036   -0.023   -0.030   -0.105    0.127
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .EF_BL     (e4)   20.855    0.446   46.730    0.000   19.980   21.729
##    .MEM_BL    (f4)    2.905    0.104   27.813    0.000    2.700    3.109
##    .EF_DELTA  (l4)    2.408    0.650    3.704    0.000    1.134    3.682
##    .MEM_DELTA (n4)    1.912    0.120   15.944    0.000    1.677    2.147
##     Mltmrbdty         2.893    0.022  129.444    0.000    2.849    2.936
##     Education        -0.829    0.028  -29.455    0.000   -0.884   -0.774
##     Income           -0.075    0.011   -7.099    0.000   -0.095   -0.054
##     BMI              27.627    0.046  606.252    0.000   27.537   27.716
##     Source.BL         1.354    0.005  266.289    0.000    1.344    1.364
##     White             0.457    0.002  211.979    0.000    0.453    0.461
##     Smoking          -0.471    0.012  -38.384    0.000   -0.495   -0.447
##     Alcohol          -0.865    0.027  -32.519    0.000   -0.917   -0.813
##     Depressin         0.580    0.043   13.402    0.000    0.495    0.664
##     Age_BL            0.000    0.006    0.000    1.000   -0.012    0.012
##     Langug_BL         1.159    0.004  298.102    0.000    1.151    1.167
##     Langg_FU1         1.158    0.004  297.371    0.000    1.150    1.165
##     Mtrl_dprv         0.027    0.004    6.326    0.000    0.019    0.036
##     Scl_dprvt         0.039    0.004    8.680    0.000    0.030    0.047
##     Physcl_ct         0.031    0.008    3.993    0.000    0.016    0.046
##    Std.lv  Std.all      FMI
##     5.187    5.187    0.054
##     2.434    2.434    0.060
##     0.636    0.636    0.319
##     1.503    1.503    0.288
##     2.893    1.441    0.088
##    -0.829   -0.314    0.004
##    -0.075   -0.077    0.047
##    27.627    6.457    0.003
##     1.354    2.831   -0.000
##     0.457    2.254   -0.000
##    -0.471   -0.410    0.007
##    -0.865   -0.350    0.022
##     0.580    0.143    0.007
##     0.000    0.000   -0.000
##     1.159    3.170   -0.000
##     1.158    3.179    0.010
##     0.027    0.069    0.039
##     0.039    0.094    0.044
##     0.031    0.045    0.093
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .EF_BL     (g4)    9.991    0.392   25.506    0.000    9.223   10.759
##    .MEM_BL    (h4)    1.226    0.021   57.104    0.000    1.184    1.268
##     Vr_F_C.BL (i4)   21.571    0.407   52.987    0.000   20.773   22.369
##     V_F_C.FU1 (i4)   21.571    0.407   52.987    0.000   20.773   22.369
##    .MAT_Sc.BL (j4)   49.838    0.830   60.079    0.000   48.212   51.463
##    .MAT_S.FU1 (j4)   49.838    0.830   60.079    0.000   48.212   51.463
##     COG_REYII (k4)    2.213    0.027   82.900    0.000    2.161    2.266
##     COG_REYII (k4)    2.213    0.027   82.900    0.000    2.161    2.266
##    .EF_DELTA  (m4)    1.265    0.307    4.123    0.000    0.664    1.867
##    .MEM_DELTA (o4)    1.122    0.022   51.492    0.000    1.079    1.165
##     Mltmrbdty         4.030    0.064   63.142    0.000    3.905    4.155
##     Education         6.983    0.105   66.354    0.000    6.777    7.190
##     Income            0.934    0.014   64.425    0.000    0.905    0.962
##     BMI              18.305    0.276   66.369    0.000   17.765   18.846
##     Source.BL         0.229    0.003   66.502    0.000    0.222    0.235
##     White             0.041    0.001   66.502    0.000    0.040    0.042
##     Smoking           1.320    0.020   66.250    0.000    1.281    1.359
##     Alcohol           6.119    0.093   65.645    0.000    5.937    6.302
##     Depressin        16.421    0.248   66.249    0.000   15.935   16.907
##     Age_BL            0.330    0.005   66.502    0.000    0.320    0.340
##     Langug_BL         0.134    0.002   66.502    0.000    0.130    0.138
##     Langg_FU1         0.133    0.002   65.880    0.000    0.129    0.137
##     Mtrl_dprv         0.158    0.002   64.875    0.000    0.153    0.162
##     Scl_dprvt         0.168    0.003   64.916    0.000    0.163    0.173
##     Physcl_ct         0.480    0.008   62.969    0.000    0.465    0.495
##    Std.lv  Std.all      FMI
##     0.618    0.618    0.078
##     0.861    0.861    0.072
##    21.571    0.572    0.123
##    21.571    0.601    0.123
##    49.838    0.654    0.118
##    49.838    0.681    0.118
##     2.213    0.608    0.174
##     2.213    0.577    0.174
##     0.088    0.088    0.340
##     0.693    0.693    0.247
##     4.030    1.000    0.099
##     6.983    1.000    0.004
##     0.934    1.000    0.062
##    18.305    1.000    0.004
##     0.229    1.000   -0.000
##     0.041    1.000   -0.000
##     1.320    1.000    0.008
##     6.119    1.000    0.025
##    16.421    1.000    0.008
##     0.330    1.000   -0.000
##     0.134    1.000   -0.000
##     0.133    1.000    0.019
##     0.158    1.000    0.048
##     0.168    1.000    0.047
##     0.480    1.000    0.103

5) Structural Equation Model: Interaction Model

This structural equation model includes the interaction effects for our regressions. The regressions modeled the following:

  1. Whether material or social deprivation (measured using CANOE), or physical activity (measured using the PASE score) at baseline were independent predictors of baseline executive function or memory, and whether physical activity moderated the relationships between material or social deprivation and baseline cognitive performance.

  2. Whether material or social deprivation or physical activity at baseline were independent predictors of changes in executive function or memory from baseline to Follow-Up 1, and whether physical activity moderated the relationships between material or social deprivation and changes in cognitive performance.

For graphing purposes, we calculated an interaction term in our models which was then included in our structural equation model. All parameter estimates of this model are provided in the spreadsheet “Interaction Model by age groups and sex - no interaction term.csv”

mdl_int2_age_sex <- '
#measurement model - loadings are fixed to be invariant over time
EF_BL =~ c(a1,a2,a3,a4)*Verbal_Fluency_Conservative.BL + c(b1,b2,b3,b4)*MAT_Score.BL
EF_FU1 =~ c(a1,a2,a3,a4)*Verbal_Fluency_Conservative.FU1 + c(b1,b2,b3,b4)*MAT_Score.FU1

MEM_BL =~ c(c1,c2,c3,c4)*COG_REYII_SCORE.BL + c(d1,d2,d3,d4)*COG_REYI_SCORE.BL
MEM_FU1 =~ c(c1,c2,c3,c4)*COG_REYII_SCORE.FU1 + c(d1,d2,d3,d4)*COG_REYI_SCORE.FU1

#specify mean of latent scores
EF_BL ~ c(e1,e2,e3,e4)*1
EF_FU1 ~ 0*1

MEM_BL ~ c(f1,f2,f3,f4)*1
MEM_FU1 ~ 0*1

#specify variance of latent scores
EF_BL ~~ c(g1,g2,g3,g4)*EF_BL
EF_FU1 ~~ 0*EF_FU1

MEM_BL ~~ c(h1,h2,h3,h4)*MEM_BL
MEM_FU1 ~~ 0*MEM_FU1

#specify intercept of observed scores
Verbal_Fluency_Conservative.BL ~ 0*1
Verbal_Fluency_Conservative.FU1 ~ 0*1
MAT_Score.BL ~ 0*1
MAT_Score.FU1 ~ 0*1
COG_REYII_SCORE.BL ~ 0*1
COG_REYII_SCORE.FU1 ~ 0*1
COG_REYI_SCORE.BL ~ 0*1
COG_REYI_SCORE.FU1 ~ 0*1

#allow residuals in indicators to correlate over time
Verbal_Fluency_Conservative.BL ~~ Verbal_Fluency_Conservative.FU1
MAT_Score.BL ~~ MAT_Score.FU1
COG_REYI_SCORE.BL ~~ 0*COG_REYI_SCORE.FU1
COG_REYII_SCORE.BL ~~ COG_REYII_SCORE.FU1

#specify variances of observed variables
Verbal_Fluency_Conservative.BL ~~ c(i1,i2,i3,i4)*Verbal_Fluency_Conservative.BL
Verbal_Fluency_Conservative.FU1 ~~ c(i1,i2,i3,i4)*Verbal_Fluency_Conservative.FU1
MAT_Score.BL ~~ c(j1, j2,j3,j4)*MAT_Score.BL
MAT_Score.FU1 ~~ c(j1,j2,j3,j4)*MAT_Score.FU1
COG_REYII_SCORE.BL ~~ c(k1,k2,k3,k4)*COG_REYII_SCORE.BL
COG_REYII_SCORE.FU1 ~~ c(k1,k2,k3,k4)*COG_REYII_SCORE.FU1
COG_REYI_SCORE.BL ~~ 0*COG_REYI_SCORE.BL
COG_REYI_SCORE.FU1 ~~ 0*COG_REYI_SCORE.FU1

#specify autoregressions of latent variables
EF_FU1 ~ 1*EF_BL
MEM_FU1 ~ 1*MEM_BL

#specify latent change score
EF_DELTA =~ 1*EF_FU1
MEM_DELTA =~ 1*MEM_FU1

#specify latent change score mean and variance
EF_DELTA ~ c(l1,l2,l3,l4)*1
EF_DELTA ~~ c(m1,m2,m3,m4)*EF_DELTA

MEM_DELTA ~ c(n1,n2,n3,n4)*1
MEM_DELTA ~~ c(o1,o2,o3,o4)*MEM_DELTA

#specify proportional change component
EF_DELTA ~ EF_BL
MEM_DELTA ~ MEM_BL

#cross-domain covariance
EF_DELTA ~~ MEM_BL
MEM_DELTA ~~ EF_BL
EF_BL ~~ MEM_BL

#regressions
EF_DELTA + EF_BL ~ Multimorbidity + Education + Income + BMI + Source.BL + White + Smoking + Alcohol + Depression
EF_BL ~ Age_BL + Language_BL
EF_DELTA ~ Age_BL + Language_FU1
EF_BL ~ c(c111a, c111b, c111c, c111d)*Material_deprivation + c(c121a, c121b, c121c, c121d)*Social_deprivation + c(b11a, b11b, b11c, b11d)*Physical_activity + c(int1a,int1b,int1c,int1d)*MatINT + c(int2a,int2b,int2c,int2d)*SocINT
EF_DELTA ~ c(c211a, c211b, c211c, c211d)*Material_deprivation + c(c221a, c221b, c221c, c221d)*Social_deprivation + c(b21a, b21b, b21c, b21d)*Physical_activity + c(int3a,int3b,int3c,int3d)*MatINT + c(int4a,int4b,int4c,int4d)*SocINT

MEM_DELTA + MEM_BL ~ Multimorbidity + Education + Income + BMI + Source.BL + White + Smoking + Alcohol + Depression
MEM_BL ~ Age_BL + Language_BL
MEM_DELTA ~ Age_BL + Language_FU1
MEM_BL ~ c(c112a,c112b,c112c,c122d)*Material_deprivation + c(c122a,c122b,c122c,c122d)*Social_deprivation + c(b12a,b12b,b12c,b12d)*Physical_activity + c(int5a,int5b,int5c,int5d)*MatINT + c(int6a,int6b,int6c,int6d)*SocINT
MEM_DELTA ~ c(c212a,c212b,c212c,c212d)*Material_deprivation + c(c222a,c222b,c222c,c222d)*Social_deprivation + c(b22a,b22b,b22c,b22d)*Physical_activity + c(int7a,int7b,int7c,int7d)*MatINT + c(int8a,int8b,int8c,int8d)*SocINT
'

mdl_int2_age_sex_fit <- wide.data2 %>% 
  filter(!entity_id%in%Mover_IDS) %>% 
  mutate(AgeGrp = Agebin.BL,
         Sex = factor(SEX_ASK.BL,
                      levels = c("F","M")),
         Age_sex = paste(AgeGrp,Sex)
         ) %>%
  group_by(Age_sex) %>%
  mutate(Age_BL = scale (AGE_NMBR.BL, scale=FALSE) / 10,
         Age_FU1 = scale (AGE_NMBR.FU1,scale=FALSE)/10,
         White = recode ( SDC_CULT_WH.BL,
                          '0' = -0.5,
                          '1' = 0.5),
         BMI = HWT_DBMI.BL,
         Multimorbidity = Chronic.BL,
         Physical_activity = (PASE_total.BL - median (PASE_total.BL, na.rm=TRUE))/100,
         Material_deprivation = (MSDYY_MFS.BL - median (MSDYY_MFS.BL, na.rm=TRUE))*10 ,
         Social_deprivation = (MSDYY_SFS.BL - median (MSDYY_SFS.BL, na.rm=TRUE))*10,
         #CENTER FOLLOWING AT MEDIAN
         Education = ED_UDR11.BL - median (ED_UDR11.BL, na.rm=TRUE),
         Income = INC_TOT.BL - median (INC_TOT.BL, na.rm=TRUE) ,
         Language_BL = as.numeric(factor(startlanguage.BL,
                                         levels = c("en","fr"),
                                         labels = c("'English", "French"))),
         Language_FU1 = as.numeric(factor (startlanguage.FU1,
         levels = c("en", "fr"),
         labels = c("English", "French"))),
         Depression = DEP_CESD10.BL - median (DEP_CESD10.BL, na.rm=TRUE),
         Smoking = median (SMK_DSTY.BL, na.rm=TRUE) - SMK_DSTY.BL,
         Alcohol = median (ALC_FREQ.BL, na.rm=TRUE) - ALC_FREQ.BL,
         Air_pollution = Air_pollution.BL,
         MatINT = Material_deprivation*Physical_activity,
         SocINT = Social_deprivation*Physical_activity
  ) %>%
  ungroup() %>%
  cfa(mdl_int2_age_sex,
      data = .,
      missing = "ML",
      fixed.x = FALSE,
      group = "Age_sex")

summary(mdl_int2_age_sex_fit)
## lavaan 0.6.14 ended normally after 1863 iterations
## 
##   Estimator                                         ML
##   Optimization method                           NLMINB
##   Number of model parameters                      1044
##   Number of equality constraints                    21
## 
##   Number of observations per group:                   
##     45-64 M                                      11567
##     65+ F                                         8953
##     45-64 F                                      12234
##     65+ M                                         8845
##   Number of missing patterns per group:               
##     45-64 M                                        348
##     65+ F                                          477
##     45-64 F                                        336
##     65+ M                                          439
## 
## Model Test User Model:
##                                                       
##   Test statistic                              6619.783
##   Degrees of freedom                               377
##   P-value (Chi-square)                           0.000
##   Test statistic for each group:
##     45-64 M                                   1741.979
##     65+ F                                     1543.101
##     45-64 F                                   1803.031
##     65+ M                                     1531.672
## 
## Parameter Estimates:
## 
##   Standard errors                             Standard
##   Information                                 Observed
##   Observed information based on                Hessian
## 
## 
## Group 1 [45-64 M]:
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)
##   EF_BL =~                                            
##     Vr_F_C.BL (a1)    1.000                           
##     MAT_Sc.BL (b1)    1.237    0.003  365.420    0.000
##   EF_FU1 =~                                           
##     V_F_C.FU1 (a1)    1.000                           
##     MAT_S.FU1 (b1)    1.237    0.003  365.420    0.000
##   MEM_BL =~                                           
##     COG_REYII (c1)    1.000                           
##     COG_REYI_ (d1)    1.402    0.003  402.393    0.000
##   MEM_FU1 =~                                          
##     COG_REYII (c1)    1.000                           
##     COG_REYI_ (d1)    1.402    0.003  402.393    0.000
##   EF_DELTA =~                                         
##     EF_FU1            1.000                           
##   MEM_DELTA =~                                        
##     MEM_FU1           1.000                           
## 
## Regressions:
##                    Estimate  Std.Err  z-value  P(>|z|)
##   EF_FU1 ~                                            
##     EF_BL             1.000                           
##   MEM_FU1 ~                                           
##     MEM_BL            1.000                           
##   EF_DELTA ~                                          
##     EF_BL            -0.231    0.018  -13.020    0.000
##   MEM_DELTA ~                                         
##     MEM_BL           -0.572    0.010  -56.741    0.000
##   EF_DELTA ~                                          
##     Mltmrbd          -0.039    0.028   -1.431    0.153
##     Educatn           0.064    0.021    2.983    0.003
##     Income            0.022    0.042    0.513    0.608
##     BMI              -0.002    0.008   -0.231    0.817
##     Sorc.BL          -0.525    0.080   -6.531    0.000
##     White             0.548    0.186    2.954    0.003
##     Smoking          -0.006    0.029   -0.203    0.839
##     Alcohol           0.046    0.018    2.527    0.012
##     Deprssn          -0.004    0.009   -0.401    0.688
##   EF_BL ~                                             
##     Mltmrbd           0.001    0.035    0.039    0.969
##     Educatn           0.509    0.025   20.268    0.000
##     Income            0.481    0.054    8.868    0.000
##     BMI               0.002    0.011    0.197    0.844
##     Sorc.BL           0.017    0.105    0.159    0.874
##     White             4.109    0.215   19.083    0.000
##     Smoking          -0.089    0.036   -2.461    0.014
##     Alcohol           0.121    0.024    5.114    0.000
##     Deprssn          -0.070    0.011   -6.091    0.000
##     Age_BL           -1.294    0.096  -13.461    0.000
##     Lngg_BL          -1.107    0.133   -8.296    0.000
##   EF_DELTA ~                                          
##     Age_BL           -0.407    0.077   -5.285    0.000
##     Lng_FU1           0.029    0.102    0.280    0.779
##   EF_BL ~                                             
##     Mtrl_dp (c111)   -0.618    0.141   -4.385    0.000
##     Scl_dpr (c121)    0.029    0.130    0.227    0.821
##     Physcl_ (b11a)    0.089    0.061    1.469    0.142
##     MatINT  (int1)    0.086    0.154    0.559    0.576
##     SocINT  (int2)    0.304    0.144    2.103    0.035
##   EF_DELTA ~                                          
##     Mtrl_dp (c211)    0.005    0.110    0.041    0.967
##     Scl_dpr (c221)    0.121    0.099    1.213    0.225
##     Physcl_ (b21a)    0.041    0.045    0.907    0.364
##     MatINT  (int3)   -0.010    0.117   -0.083    0.934
##     SocINT  (int4)    0.184    0.109    1.689    0.091
##   MEM_DELTA ~                                         
##     Mltmrbd          -0.013    0.009   -1.372    0.170
##     Educatn           0.068    0.007   10.222    0.000
##     Income            0.029    0.014    2.057    0.040
##     BMI              -0.002    0.003   -0.894    0.371
##     Sorc.BL          -0.407    0.027  -14.956    0.000
##     White             0.338    0.058    5.795    0.000
##     Smoking          -0.036    0.010   -3.690    0.000
##     Alcohol           0.014    0.006    2.188    0.029
##     Deprssn          -0.013    0.003   -4.157    0.000
##   MEM_BL ~                                            
##     Mltmrbd          -0.017    0.009   -1.961    0.050
##     Educatn           0.088    0.006   14.159    0.000
##     Income            0.070    0.013    5.175    0.000
##     BMI              -0.004    0.003   -1.448    0.148
##     Sorc.BL           0.004    0.026    0.168    0.867
##     White             0.386    0.054    7.218    0.000
##     Smoking          -0.015    0.009   -1.713    0.087
##     Alcohol           0.003    0.006    0.434    0.664
##     Deprssn          -0.019    0.003   -6.622    0.000
##     Age_BL           -0.266    0.024  -11.171    0.000
##     Lngg_BL          -0.232    0.033   -7.047    0.000
##   MEM_DELTA ~                                         
##     Age_BL           -0.271    0.025  -10.774    0.000
##     Lng_FU1          -0.067    0.034   -1.954    0.051
##   MEM_BL ~                                            
##     Mtrl_dp (c112)   -0.188    0.035   -5.382    0.000
##     Scl_dpr (c122)    0.013    0.032    0.409    0.683
##     Physcl_ (b12a)    0.022    0.015    1.488    0.137
##     MatINT  (int5)   -0.033    0.038   -0.872    0.383
##     SocINT  (int6)    0.014    0.036    0.395    0.693
##   MEM_DELTA ~                                         
##     Mtrl_dp (c212)   -0.112    0.037   -3.032    0.002
##     Scl_dpr (c222)   -0.002    0.034   -0.067    0.947
##     Physcl_ (b22a)    0.039    0.015    2.574    0.010
##     MatINT  (int7)    0.011    0.039    0.285    0.776
##     SocINT  (int8)    0.055    0.037    1.510    0.131
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##  .Verbal_Fluency_Conservative.BL ~~                                    
##    .Vrbl_Fln_C.FU1                    11.631    0.410   28.339    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     26.385    0.735   35.888    0.000
##  .COG_REYI_SCORE.BL ~~                                                 
##    .COG_REYI_SCORE                     0.000                           
##  .COG_REYII_SCORE.BL ~~                                                
##    .COG_REYII_SCOR                     0.600    0.024   25.357    0.000
##  .MEM_BL ~~                                                            
##    .EF_DELTA                           0.142    0.050    2.817    0.005
##  .EF_BL ~~                                                             
##    .MEM_DELTA                          0.781    0.065   12.014    0.000
##    .MEM_BL                             1.493    0.065   23.025    0.000
##  .EF_DELTA ~~                                                          
##    .MEM_DELTA                          0.335    0.047    7.103    0.000
##   Multimorbidity ~~                                                    
##     Education                         -0.489    0.034  -14.569    0.000
##     Income                            -0.318    0.018  -18.087    0.000
##     BMI                                1.931    0.077   25.216    0.000
##     Source.BL                          0.004    0.007    0.575    0.565
##     White                              0.004    0.004    1.046    0.296
##     Smoking                            0.311    0.022   14.096    0.000
##     Alcohol                           -0.440    0.034  -12.897    0.000
##     Depression                         1.587    0.071   22.306    0.000
##     Age_BL                             0.203    0.008   24.107    0.000
##     Language_BL                       -0.013    0.006   -2.222    0.026
##     Language_FU1                      -0.013    0.006   -2.213    0.027
##     Materil_dprvtn                     0.054    0.006    9.000    0.000
##     Social_deprvtn                     0.041    0.006    6.560    0.000
##     Physical_ctvty                    -0.207    0.014  -14.659    0.000
##     MatINT                            -0.035    0.006   -6.166    0.000
##     SocINT                            -0.034    0.006   -5.703    0.000
##   Education ~~                                                         
##     Income                             0.856    0.025   34.588    0.000
##     BMI                               -1.243    0.101  -12.243    0.000
##     Source.BL                         -0.138    0.010  -13.869    0.000
##     White                             -0.024    0.005   -4.948    0.000
##     Smoking                           -0.858    0.031  -27.822    0.000
##     Alcohol                            0.593    0.046   12.818    0.000
##     Depression                        -1.411    0.095  -14.850    0.000
##     Age_BL                            -0.047    0.011   -4.245    0.000
##     Language_BL                       -0.032    0.008   -4.125    0.000
##     Language_FU1                      -0.031    0.008   -3.915    0.000
##     Materil_dprvtn                    -0.237    0.008  -27.996    0.000
##     Social_deprvtn                    -0.088    0.009  -10.259    0.000
##     Physical_ctvty                    -0.051    0.019   -2.686    0.007
##     MatINT                             0.001    0.008    0.117    0.907
##     SocINT                             0.005    0.008    0.654    0.513
##   Income ~~                                                            
##     BMI                               -0.113    0.052   -2.170    0.030
##     Source.BL                         -0.049    0.005   -9.663    0.000
##     White                              0.020    0.003    7.817    0.000
##     Smoking                           -0.358    0.016  -22.582    0.000
##     Alcohol                            0.567    0.024   23.236    0.000
##     Depression                        -1.239    0.050  -24.659    0.000
##     Age_BL                            -0.103    0.006  -17.469    0.000
##     Language_BL                       -0.056    0.004  -13.724    0.000
##     Language_FU1                      -0.054    0.004  -13.282    0.000
##     Materil_dprvtn                    -0.136    0.004  -30.695    0.000
##     Social_deprvtn                    -0.139    0.005  -29.978    0.000
##     Physical_ctvty                     0.157    0.010   15.720    0.000
##     MatINT                             0.006    0.004    1.518    0.129
##     SocINT                             0.023    0.004    5.458    0.000
##   BMI ~~                                                               
##     Source.BL                         -0.102    0.022   -4.663    0.000
##     White                              0.069    0.011    6.447    0.000
##     Smoking                           -0.060    0.066   -0.907    0.364
##     Alcohol                           -1.338    0.103  -12.974    0.000
##     Depression                         1.488    0.210    7.073    0.000
##     Age_BL                             0.100    0.025    3.994    0.000
##     Language_BL                       -0.078    0.017   -4.500    0.000
##     Language_FU1                      -0.078    0.017   -4.467    0.000
##     Materil_dprvtn                     0.145    0.018    7.920    0.000
##     Social_deprvtn                    -0.028    0.019   -1.474    0.140
##     Physical_ctvty                    -0.333    0.043   -7.803    0.000
##     MatINT                            -0.023    0.017   -1.382    0.167
##     SocINT                            -0.064    0.018   -3.537    0.000
##   Source.BL ~~                                                         
##     White                              0.001    0.001    1.024    0.306
##     Smoking                            0.037    0.006    5.689    0.000
##     Alcohol                           -0.055    0.010   -5.501    0.000
##     Depression                         0.052    0.020    2.549    0.011
##     Age_BL                            -0.007    0.002   -2.682    0.007
##     Language_BL                       -0.003    0.002   -1.524    0.127
##     Language_FU1                      -0.003    0.002   -1.627    0.104
##     Materil_dprvtn                     0.036    0.002   20.024    0.000
##     Social_deprvtn                     0.002    0.002    1.108    0.268
##     Physical_ctvty                     0.011    0.004    2.754    0.006
##     MatINT                             0.004    0.002    2.541    0.011
##     SocINT                             0.002    0.002    1.140    0.254
##   White ~~                                                             
##     Smoking                            0.010    0.003    3.215    0.001
##     Alcohol                            0.080    0.005   15.655    0.000
##     Depression                        -0.023    0.010   -2.292    0.022
##     Age_BL                             0.009    0.001    7.860    0.000
##     Language_BL                        0.001    0.001    1.584    0.113
##     Language_FU1                       0.002    0.001    1.941    0.052
##     Materil_dprvtn                    -0.006    0.001   -6.653    0.000
##     Social_deprvtn                     0.002    0.001    2.349    0.019
##     Physical_ctvty                     0.006    0.002    3.046    0.002
##     MatINT                            -0.000    0.001   -0.113    0.910
##     SocINT                            -0.002    0.001   -2.303    0.021
##   Smoking ~~                                                           
##     Alcohol                            0.088    0.030    2.898    0.004
##     Depression                         0.844    0.062   13.507    0.000
##     Age_BL                             0.062    0.007    8.356    0.000
##     Language_BL                        0.051    0.005    9.997    0.000
##     Language_FU1                       0.051    0.005    9.908    0.000
##     Materil_dprvtn                     0.091    0.005   16.722    0.000
##     Social_deprvtn                     0.081    0.006   14.130    0.000
##     Physical_ctvty                    -0.058    0.013   -4.521    0.000
##     MatINT                            -0.002    0.005   -0.398    0.690
##     SocINT                             0.003    0.005    0.521    0.602
##   Alcohol ~~                                                           
##     Depression                        -1.256    0.096  -13.059    0.000
##     Age_BL                             0.056    0.011    4.927    0.000
##     Language_BL                        0.046    0.008    5.828    0.000
##     Language_FU1                       0.049    0.008    6.189    0.000
##     Materil_dprvtn                    -0.126    0.008  -15.028    0.000
##     Social_deprvtn                    -0.058    0.009   -6.675    0.000
##     Physical_ctvty                     0.127    0.019    6.556    0.000
##     MatINT                             0.011    0.008    1.471    0.141
##     SocINT                             0.031    0.008    3.798    0.000
##   Depression ~~                                                        
##     Age_BL                            -0.073    0.023   -3.140    0.002
##     Language_BL                       -0.043    0.016   -2.681    0.007
##     Language_FU1                      -0.046    0.016   -2.847    0.004
##     Materil_dprvtn                     0.148    0.017    8.632    0.000
##     Social_deprvtn                     0.243    0.018   13.515    0.000
##     Physical_ctvty                    -0.507    0.040  -12.712    0.000
##     MatINT                            -0.068    0.016   -4.262    0.000
##     SocINT                            -0.098    0.017   -5.835    0.000
##   Age_BL ~~                                                            
##     Language_BL                       -0.004    0.002   -2.035    0.042
##     Language_FU1                      -0.004    0.002   -2.224    0.026
##     Materil_dprvtn                    -0.005    0.002   -2.293    0.022
##     Social_deprvtn                    -0.003    0.002   -1.407    0.159
##     Physical_ctvty                    -0.080    0.005  -16.849    0.000
##     MatINT                            -0.003    0.002   -1.483    0.138
##     SocINT                            -0.005    0.002   -2.543    0.011
##   Language_BL ~~                                                       
##     Language_FU1                       0.142    0.002   75.314    0.000
##     Materil_dprvtn                     0.023    0.001   15.852    0.000
##     Social_deprvtn                     0.021    0.001   14.464    0.000
##     Physical_ctvty                    -0.010    0.003   -3.076    0.002
##     MatINT                             0.003    0.001    2.330    0.020
##     SocINT                             0.002    0.001    1.560    0.119
##   Language_FU1 ~~                                                      
##     Materil_dprvtn                     0.022    0.001   15.473    0.000
##     Social_deprvtn                     0.021    0.001   14.366    0.000
##     Physical_ctvty                    -0.010    0.003   -3.228    0.001
##     MatINT                             0.003    0.001    2.133    0.033
##     SocINT                             0.002    0.001    1.391    0.164
##   Material_deprivation ~~                                              
##     Social_deprvtn                     0.013    0.002    8.236    0.000
##     Physical_ctvty                    -0.002    0.003   -0.588    0.557
##     MatINT                             0.007    0.001    5.102    0.000
##     SocINT                             0.002    0.001    1.111    0.266
##   Social_deprivation ~~                                                
##     Physical_ctvty                    -0.025    0.004   -6.935    0.000
##     MatINT                             0.001    0.001    0.788    0.431
##     SocINT                             0.001    0.001    0.815    0.415
##   Physical_activity ~~                                                 
##     MatINT                             0.027    0.003    8.895    0.000
##     SocINT                             0.031    0.003    9.474    0.000
##   MatINT ~~                                                            
##     SocINT                             0.009    0.001    6.994    0.000
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|)
##    .EF_BL     (e1)   23.264    0.383   60.688    0.000
##    .EF_FU1            0.000                           
##    .MEM_BL    (f1)    4.539    0.095   47.671    0.000
##    .MEM_FU1           0.000                           
##    .Vr_F_C.BL         0.000                           
##    .V_F_C.FU1         0.000                           
##    .MAT_Sc.BL         0.000                           
##    .MAT_S.FU1         0.000                           
##    .COG_REYII         0.000                           
##    .COG_REYII         0.000                           
##    .COG_REYI_         0.000                           
##    .COG_REYI_         0.000                           
##    .EF_DELTA  (l1)    5.633    0.505   11.146    0.000
##    .MEM_DELTA (n1)    3.408    0.110   31.040    0.000
##     Mltmrbdty         1.653    0.015  109.995    0.000
##     Education        -0.498    0.021  -24.277    0.000
##     Income           -0.459    0.011  -43.247    0.000
##     BMI              28.329    0.046  619.954    0.000
##     Source.BL         1.361    0.004  304.769    0.000
##     White             0.442    0.002  202.808    0.000
##     Smoking           0.493    0.014   36.457    0.000
##     Alcohol          -1.048    0.021  -50.334    0.000
##     Depressin         1.119    0.043   26.240    0.000
##     Age_BL           -0.000    0.005   -0.000    1.000
##     Langug_BL         1.174    0.004  333.162    0.000
##     Langg_FU1         1.175    0.004  331.655    0.000
##     Mtrl_dprv         0.026    0.004    6.938    0.000
##     Scl_dprvt         0.030    0.004    7.638    0.000
##     Physcl_ct         0.079    0.009    9.209    0.000
##     MatINT           -0.001    0.003   -0.255    0.799
##     SocINT           -0.022    0.004   -6.046    0.000
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)
##    .EF_BL     (g1)   12.691    0.394   32.173    0.000
##    .EF_FU1            0.000                           
##    .MEM_BL    (h1)    1.633    0.023   69.782    0.000
##    .MEM_FU1           0.000                           
##    .Vr_F_C.BL (i1)   25.357    0.403   62.972    0.000
##    .V_F_C.FU1 (i1)   25.357    0.403   62.972    0.000
##    .MAT_Sc.BL (j1)   48.792    0.713   68.425    0.000
##    .MAT_S.FU1 (j1)   48.792    0.713   68.425    0.000
##    .COG_REYII (k1)    2.174    0.022   97.398    0.000
##    .COG_REYII (k1)    2.174    0.022   97.398    0.000
##    .COG_REYI_         0.000                           
##    .COG_REYI_         0.000                           
##    .EF_DELTA  (m1)    0.955    0.256    3.727    0.000
##    .MEM_DELTA (o1)    1.499    0.023   64.631    0.000
##     Mltmrbdty         2.501    0.034   73.887    0.000
##     Education         4.856    0.064   75.990    0.000
##     Income            1.273    0.017   74.695    0.000
##     BMI              24.073    0.317   75.881    0.000
##     Source.BL         0.231    0.003   76.049    0.000
##     White             0.055    0.001   76.049    0.000
##     Smoking           2.102    0.028   75.861    0.000
##     Alcohol           4.929    0.066   75.145    0.000
##     Depressin        20.971    0.276   75.900    0.000
##     Age_BL            0.297    0.004   76.049    0.000
##     Langug_BL         0.144    0.002   76.049    0.000
##     Langg_FU1         0.145    0.002   75.765    0.000
##     Mtrl_dprv         0.154    0.002   74.528    0.000
##     Scl_dprvt         0.168    0.002   74.528    0.000
##     Physcl_ct         0.783    0.011   72.620    0.000
##     MatINT            0.119    0.002   71.245    0.000
##     SocINT            0.134    0.002   71.246    0.000
## 
## 
## Group 2 [65+ F]:
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)
##   EF_BL =~                                            
##     Vr_F_C.BL (a2)    1.000                           
##     MAT_Sc.BL (b2)    1.243    0.004  283.303    0.000
##   EF_FU1 =~                                           
##     V_F_C.FU1 (a2)    1.000                           
##     MAT_S.FU1 (b2)    1.243    0.004  283.303    0.000
##   MEM_BL =~                                           
##     COG_REYII (c2)    1.000                           
##     COG_REYI_ (d2)    1.399    0.005  309.600    0.000
##   MEM_FU1 =~                                          
##     COG_REYII (c2)    1.000                           
##     COG_REYI_ (d2)    1.399    0.005  309.600    0.000
##   EF_DELTA =~                                         
##     EF_FU1            1.000                           
##   MEM_DELTA =~                                        
##     MEM_FU1           1.000                           
## 
## Regressions:
##                    Estimate  Std.Err  z-value  P(>|z|)
##   EF_FU1 ~                                            
##     EF_BL             1.000                           
##   MEM_FU1 ~                                           
##     MEM_BL            1.000                           
##   EF_DELTA ~                                          
##     EF_BL            -0.206    0.023   -8.874    0.000
##   MEM_DELTA ~                                         
##     MEM_BL           -0.576    0.012  -46.439    0.000
##   EF_DELTA ~                                          
##     Mltmrbd           0.024    0.024    0.992    0.321
##     Educatn           0.014    0.022    0.657    0.511
##     Income            0.056    0.058    0.975    0.329
##     BMI               0.026    0.008    3.162    0.002
##     Sorc.BL          -0.622    0.091   -6.825    0.000
##     White             0.323    0.291    1.110    0.267
##     Smoking          -0.039    0.036   -1.074    0.283
##     Alcohol           0.057    0.019    2.918    0.004
##     Deprssn          -0.014    0.010   -1.404    0.160
##   EF_BL ~                                             
##     Mltmrbd          -0.055    0.028   -1.984    0.047
##     Educatn           0.502    0.022   22.863    0.000
##     Income            0.307    0.069    4.461    0.000
##     BMI               0.018    0.010    1.886    0.059
##     Sorc.BL           0.057    0.107    0.528    0.597
##     White             2.713    0.321    8.442    0.000
##     Smoking          -0.046    0.041   -1.119    0.263
##     Alcohol           0.088    0.023    3.893    0.000
##     Deprssn          -0.087    0.011   -7.757    0.000
##     Age_BL           -1.942    0.094  -20.675    0.000
##     Lngg_BL          -1.267    0.137   -9.241    0.000
##   EF_DELTA ~                                          
##     Age_BL           -0.775    0.091   -8.472    0.000
##     Lng_FU1          -0.237    0.118   -2.001    0.045
##   EF_BL ~                                             
##     Mtrl_dp (c111)   -0.504    0.139   -3.636    0.000
##     Scl_dpr (c121)    0.058    0.133    0.434    0.664
##     Physcl_ (b11b)    0.493    0.092    5.334    0.000
##     MatINT  (int1)    0.110    0.214    0.513    0.608
##     SocINT  (int2)   -0.014    0.221   -0.064    0.949
##   EF_DELTA ~                                          
##     Mtrl_dp (c211)    0.008    0.118    0.063    0.949
##     Scl_dpr (c221)   -0.036    0.112   -0.318    0.750
##     Physcl_ (b21b)    0.199    0.075    2.642    0.008
##     MatINT  (int3)   -0.316    0.175   -1.803    0.071
##     SocINT  (int4)   -0.038    0.180   -0.212    0.832
##   MEM_DELTA ~                                         
##     Mltmrbd          -0.009    0.009   -0.991    0.322
##     Educatn           0.037    0.008    4.954    0.000
##     Income            0.083    0.023    3.633    0.000
##     BMI               0.000    0.003    0.127    0.899
##     Sorc.BL          -0.169    0.036   -4.670    0.000
##     White             0.316    0.111    2.849    0.004
##     Smoking          -0.022    0.014   -1.525    0.127
##     Alcohol           0.006    0.008    0.772    0.440
##     Deprssn          -0.008    0.004   -2.068    0.039
##   MEM_BL ~                                            
##     Mltmrbd          -0.008    0.008   -0.910    0.363
##     Educatn           0.090    0.007   13.546    0.000
##     Income            0.074    0.021    3.544    0.000
##     BMI               0.007    0.003    2.436    0.015
##     Sorc.BL           0.386    0.032   11.877    0.000
##     White             0.289    0.097    2.976    0.003
##     Smoking          -0.030    0.012   -2.391    0.017
##     Alcohol           0.022    0.007    3.129    0.002
##     Deprssn          -0.016    0.003   -4.708    0.000
##     Age_BL           -0.505    0.028  -17.795    0.000
##     Lngg_BL          -0.125    0.041   -3.036    0.002
##   MEM_DELTA ~                                         
##     Age_BL           -0.539    0.032  -16.753    0.000
##     Lng_FU1           0.018    0.045    0.403    0.687
##   MEM_BL ~                                            
##     Mtrl_dp (c112)    0.009    0.042    0.227    0.820
##     Scl_dpr (c122)   -0.043    0.040   -1.076    0.282
##     Physcl_ (b12b)    0.167    0.028    5.982    0.000
##     MatINT  (int5)   -0.066    0.065   -1.014    0.311
##     SocINT  (int6)    0.023    0.066    0.353    0.724
##   MEM_DELTA ~                                         
##     Mtrl_dp (c212)   -0.011    0.046   -0.233    0.816
##     Scl_dpr (c222)   -0.050    0.044   -1.133    0.257
##     Physcl_ (b22b)    0.145    0.029    4.926    0.000
##     MatINT  (int7)    0.087    0.069    1.266    0.205
##     SocINT  (int8)   -0.000    0.071   -0.003    0.997
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##  .Verbal_Fluency_Conservative.BL ~~                                    
##    .Vrbl_Fln_C.FU1                     7.370    0.368   20.027    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     20.427    0.766   26.658    0.000
##  .COG_REYI_SCORE.BL ~~                                                 
##    .COG_REYI_SCORE                     0.000                           
##  .COG_REYII_SCORE.BL ~~                                                
##    .COG_REYII_SCOR                     0.692    0.034   20.435    0.000
##  .MEM_BL ~~                                                            
##    .EF_DELTA                           0.033    0.063    0.529    0.597
##  .EF_BL ~~                                                             
##    .MEM_DELTA                          0.690    0.077    8.901    0.000
##    .MEM_BL                             1.408    0.072   19.434    0.000
##  .EF_DELTA ~~                                                          
##    .MEM_DELTA                          0.425    0.060    7.100    0.000
##   Multimorbidity ~~                                                    
##     Education                         -0.465    0.059   -7.874    0.000
##     Income                            -0.278    0.022  -12.458    0.000
##     BMI                                2.312    0.133   17.409    0.000
##     Source.BL                         -0.013    0.011   -1.185    0.236
##     White                             -0.008    0.004   -2.239    0.025
##     Smoking                            0.190    0.029    6.546    0.000
##     Alcohol                           -0.836    0.058  -14.324    0.000
##     Depression                         2.161    0.112   19.352    0.000
##     Age_BL                             0.199    0.014   14.620    0.000
##     Language_BL                       -0.004    0.009   -0.424    0.671
##     Language_FU1                      -0.000    0.009   -0.051    0.960
##     Materil_dprvtn                     0.049    0.010    5.018    0.000
##     Social_deprvtn                     0.064    0.010    6.579    0.000
##     Physical_ctvty                    -0.285    0.015  -18.532    0.000
##     MatINT                            -0.005    0.007   -0.703    0.482
##     SocINT                            -0.006    0.006   -0.928    0.353
##   Education ~~                                                         
##     Income                             0.848    0.027   30.997    0.000
##     BMI                               -1.208    0.152   -7.941    0.000
##     Source.BL                         -0.087    0.013   -6.633    0.000
##     White                             -0.015    0.004   -3.489    0.000
##     Smoking                           -0.327    0.034   -9.544    0.000
##     Alcohol                            1.215    0.069   17.556    0.000
##     Depression                        -1.235    0.128   -9.658    0.000
##     Age_BL                            -0.218    0.016  -13.634    0.000
##     Language_BL                       -0.113    0.010  -10.973    0.000
##     Language_FU1                      -0.110    0.010  -10.550    0.000
##     Materil_dprvtn                    -0.293    0.012  -24.519    0.000
##     Social_deprvtn                    -0.070    0.011   -6.162    0.000
##     Physical_ctvty                     0.160    0.018    9.005    0.000
##     MatINT                            -0.021    0.008   -2.733    0.006
##     SocINT                             0.004    0.007    0.490    0.624
##   Income ~~                                                            
##     BMI                               -0.519    0.057   -9.085    0.000
##     Source.BL                         -0.047    0.005   -9.581    0.000
##     White                              0.005    0.002    3.147    0.002
##     Smoking                           -0.104    0.013   -8.117    0.000
##     Alcohol                            0.615    0.026   23.526    0.000
##     Depression                        -0.646    0.048  -13.344    0.000
##     Age_BL                            -0.076    0.006  -12.706    0.000
##     Language_BL                       -0.052    0.004  -13.406    0.000
##     Language_FU1                      -0.051    0.004  -13.009    0.000
##     Materil_dprvtn                    -0.114    0.004  -25.519    0.000
##     Social_deprvtn                    -0.092    0.004  -21.024    0.000
##     Physical_ctvty                     0.072    0.007   10.828    0.000
##     MatINT                            -0.004    0.003   -1.236    0.217
##     SocINT                            -0.007    0.003   -2.463    0.014
##   BMI ~~                                                               
##     Source.BL                         -0.211    0.029   -7.351    0.000
##     White                              0.000    0.009    0.036    0.971
##     Smoking                           -0.028    0.075   -0.376    0.707
##     Alcohol                           -2.204    0.151  -14.634    0.000
##     Depression                         1.990    0.281    7.085    0.000
##     Age_BL                            -0.402    0.035  -11.485    0.000
##     Language_BL                       -0.027    0.023   -1.195    0.232
##     Language_FU1                      -0.025    0.023   -1.094    0.274
##     Materil_dprvtn                     0.215    0.025    8.490    0.000
##     Social_deprvtn                     0.060    0.025    2.422    0.015
##     Physical_ctvty                    -0.510    0.039  -13.021    0.000
##     MatINT                             0.003    0.017    0.170    0.865
##     SocINT                            -0.013    0.016   -0.805    0.421
##   Source.BL ~~                                                         
##     White                              0.002    0.001    2.467    0.014
##     Smoking                            0.012    0.006    1.938    0.053
##     Alcohol                           -0.088    0.013   -6.849    0.000
##     Depression                         0.007    0.024    0.286    0.775
##     Age_BL                             0.018    0.003    5.953    0.000
##     Language_BL                       -0.007    0.002   -3.443    0.001
##     Language_FU1                      -0.007    0.002   -3.519    0.000
##     Materil_dprvtn                     0.036    0.002   16.425    0.000
##     Social_deprvtn                    -0.003    0.002   -1.535    0.125
##     Physical_ctvty                    -0.014    0.003   -4.305    0.000
##     MatINT                             0.001    0.001    0.368    0.713
##     SocINT                             0.000    0.001    0.133    0.894
##   White ~~                                                             
##     Smoking                            0.015    0.002    7.015    0.000
##     Alcohol                            0.035    0.004    8.034    0.000
##     Depression                        -0.027    0.008   -3.373    0.001
##     Age_BL                             0.002    0.001    2.253    0.024
##     Language_BL                        0.001    0.001    1.905    0.057
##     Language_FU1                       0.001    0.001    2.322    0.020
##     Materil_dprvtn                    -0.002    0.001   -2.153    0.031
##     Social_deprvtn                    -0.000    0.001   -0.245    0.806
##     Physical_ctvty                     0.001    0.001    1.225    0.220
##     MatINT                            -0.001    0.000   -1.281    0.200
##     SocINT                            -0.000    0.000   -0.499    0.618
##   Smoking ~~                                                           
##     Alcohol                            0.250    0.034    7.445    0.000
##     Depression                         0.380    0.063    6.039    0.000
##     Age_BL                            -0.052    0.008   -6.619    0.000
##     Language_BL                        0.010    0.005    2.013    0.044
##     Language_FU1                       0.007    0.005    1.435    0.151
##     Materil_dprvtn                     0.031    0.006    5.392    0.000
##     Social_deprvtn                     0.042    0.006    7.535    0.000
##     Physical_ctvty                    -0.024    0.009   -2.734    0.006
##     MatINT                             0.001    0.004    0.164    0.870
##     SocINT                             0.001    0.004    0.153    0.878
##   Alcohol ~~                                                           
##     Depression                        -0.915    0.125   -7.312    0.000
##     Age_BL                            -0.077    0.016   -4.945    0.000
##     Language_BL                        0.024    0.010    2.363    0.018
##     Language_FU1                       0.025    0.010    2.486    0.013
##     Materil_dprvtn                    -0.193    0.012  -16.793    0.000
##     Social_deprvtn                    -0.072    0.011   -6.424    0.000
##     Physical_ctvty                     0.148    0.017    8.590    0.000
##     MatINT                            -0.007    0.007   -0.904    0.366
##     SocINT                            -0.002    0.007   -0.292    0.770
##   Depression ~~                                                        
##     Age_BL                             0.117    0.029    4.030    0.000
##     Language_BL                        0.040    0.019    2.122    0.034
##     Language_FU1                       0.041    0.019    2.143    0.032
##     Materil_dprvtn                     0.106    0.021    4.971    0.000
##     Social_deprvtn                     0.116    0.021    5.528    0.000
##     Physical_ctvty                    -0.411    0.033  -12.510    0.000
##     MatINT                            -0.010    0.014   -0.711    0.477
##     SocINT                             0.021    0.014    1.530    0.126
##   Age_BL ~~                                                            
##     Language_BL                       -0.005    0.002   -2.301    0.021
##     Language_FU1                      -0.006    0.002   -2.399    0.016
##     Materil_dprvtn                    -0.005    0.003   -1.792    0.073
##     Social_deprvtn                     0.019    0.003    7.282    0.000
##     Physical_ctvty                    -0.099    0.004  -23.733    0.000
##     MatINT                             0.001    0.002    0.318    0.751
##     SocINT                             0.000    0.002    0.201    0.840
##   Language_BL ~~                                                       
##     Language_FU1                       0.141    0.002   66.067    0.000
##     Materil_dprvtn                     0.031    0.002   17.471    0.000
##     Social_deprvtn                     0.022    0.002   13.010    0.000
##     Physical_ctvty                    -0.008    0.003   -2.899    0.004
##     MatINT                             0.001    0.001    1.021    0.307
##     SocINT                             0.002    0.001    1.914    0.056
##   Language_FU1 ~~                                                      
##     Materil_dprvtn                     0.030    0.002   17.179    0.000
##     Social_deprvtn                     0.023    0.002   13.316    0.000
##     Physical_ctvty                    -0.007    0.003   -2.597    0.009
##     MatINT                             0.001    0.001    0.699    0.484
##     SocINT                             0.002    0.001    1.860    0.063
##   Material_deprivation ~~                                              
##     Social_deprvtn                     0.006    0.002    3.339    0.001
##     Physical_ctvty                    -0.015    0.003   -5.017    0.000
##     MatINT                             0.009    0.001    7.375    0.000
##     SocINT                            -0.001    0.001   -0.444    0.657
##   Social_deprivation ~~                                                
##     Physical_ctvty                    -0.025    0.003   -8.555    0.000
##     MatINT                            -0.001    0.001   -0.561    0.575
##     SocINT                             0.008    0.001    7.184    0.000
##   Physical_activity ~~                                                 
##     MatINT                             0.004    0.002    2.056    0.040
##     SocINT                            -0.004    0.002   -2.294    0.022
##   MatINT ~~                                                            
##     SocINT                             0.001    0.001    1.680    0.093
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|)
##    .EF_BL     (e2)   18.506    0.398   46.485    0.000
##    .EF_FU1            0.000                           
##    .MEM_BL    (f2)    3.419    0.121   28.361    0.000
##    .MEM_FU1           0.000                           
##    .Vr_F_C.BL         0.000                           
##    .V_F_C.FU1         0.000                           
##    .MAT_Sc.BL         0.000                           
##    .MAT_S.FU1         0.000                           
##    .COG_REYII         0.000                           
##    .COG_REYII         0.000                           
##    .COG_REYI_         0.000                           
##    .COG_REYI_         0.000                           
##    .EF_DELTA  (l2)    3.370    0.545    6.183    0.000
##    .MEM_DELTA (n2)    2.583    0.140   18.405    0.000
##     Mltmrbdty         3.251    0.023  141.497    0.000
##     Education        -0.450    0.027  -16.642    0.000
##     Income            0.459    0.010   45.380    0.000
##     BMI              27.510    0.059  464.043    0.000
##     Source.BL         1.367    0.005  268.371    0.000
##     White             0.475    0.002  285.016    0.000
##     Smoking           0.240    0.013   18.003    0.000
##     Alcohol           0.211    0.027    7.956    0.000
##     Depressin         0.824    0.050   16.567    0.000
##     Age_BL            0.000    0.006    0.000    1.000
##     Langug_BL         1.174    0.004  292.820    0.000
##     Langg_FU1         1.174    0.004  291.518    0.000
##     Mtrl_dprv         0.023    0.004    5.009    0.000
##     Scl_dprvt         0.017    0.004    3.810    0.000
##     Physcl_ct         0.061    0.007    8.794    0.000
##     MatINT           -0.014    0.003   -4.596    0.000
##     SocINT           -0.023    0.003   -7.900    0.000
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)
##    .EF_BL     (g2)   10.218    0.366   27.952    0.000
##    .EF_FU1            0.000                           
##    .MEM_BL    (h2)    1.931    0.032   59.821    0.000
##    .MEM_FU1           0.000                           
##    .Vr_F_C.BL (i2)   18.201    0.356   51.188    0.000
##    .V_F_C.FU1 (i2)   18.201    0.356   51.188    0.000
##    .MAT_Sc.BL (j2)   45.304    0.719   62.987    0.000
##    .MAT_S.FU1 (j2)   45.304    0.719   62.987    0.000
##    .COG_REYII (k2)    2.607    0.031   83.594    0.000
##    .COG_REYII (k2)    2.607    0.031   83.594    0.000
##    .COG_REYI_         0.000                           
##    .COG_REYI_         0.000                           
##    .EF_DELTA  (m2)    0.676    0.291    2.324    0.020
##    .MEM_DELTA (o2)    1.812    0.034   53.324    0.000
##     Mltmrbdty         4.277    0.068   63.111    0.000
##     Education         6.526    0.098   66.792    0.000
##     Income            0.833    0.013   63.044    0.000
##     BMI              31.286    0.469   66.675    0.000
##     Source.BL         0.232    0.003   66.907    0.000
##     White             0.025    0.000   66.907    0.000
##     Smoking           1.577    0.024   66.668    0.000
##     Alcohol           6.002    0.092   65.047    0.000
##     Depressin        21.989    0.330   66.622    0.000
##     Age_BL            0.342    0.005   66.907    0.000
##     Langug_BL         0.144    0.002   66.907    0.000
##     Langg_FU1         0.144    0.002   66.446    0.000
##     Mtrl_dprv         0.172    0.003   64.840    0.000
##     Scl_dprvt         0.167    0.003   64.871    0.000
##     Physcl_ct         0.387    0.006   63.311    0.000
##     MatINT            0.066    0.001   61.563    0.000
##     SocINT            0.062    0.001   61.564    0.000
## 
## 
## Group 3 [45-64 F]:
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)
##   EF_BL =~                                            
##     Vr_F_C.BL (a3)    1.000                           
##     MAT_Sc.BL (b3)    1.205    0.003  385.301    0.000
##   EF_FU1 =~                                           
##     V_F_C.FU1 (a3)    1.000                           
##     MAT_S.FU1 (b3)    1.205    0.003  385.301    0.000
##   MEM_BL =~                                           
##     COG_REYII (c3)    1.000                           
##     COG_REYI_ (d3)    1.291    0.003  492.392    0.000
##   MEM_FU1 =~                                          
##     COG_REYII (c3)    1.000                           
##     COG_REYI_ (d3)    1.291    0.003  492.392    0.000
##   EF_DELTA =~                                         
##     EF_FU1            1.000                           
##   MEM_DELTA =~                                        
##     MEM_FU1           1.000                           
## 
## Regressions:
##                    Estimate  Std.Err  z-value  P(>|z|)
##   EF_FU1 ~                                            
##     EF_BL             1.000                           
##   MEM_FU1 ~                                           
##     MEM_BL            1.000                           
##   EF_DELTA ~                                          
##     EF_BL            -0.288    0.019  -15.295    0.000
##   MEM_DELTA ~                                         
##     MEM_BL           -0.541    0.010  -54.837    0.000
##   EF_DELTA ~                                          
##     Mltmrbd          -0.035    0.024   -1.447    0.148
##     Educatn           0.077    0.021    3.748    0.000
##     Income            0.044    0.040    1.106    0.269
##     BMI               0.009    0.006    1.527    0.127
##     Sorc.BL          -0.369    0.075   -4.901    0.000
##     White             0.553    0.196    2.826    0.005
##     Smoking           0.023    0.026    0.907    0.364
##     Alcohol           0.018    0.018    1.001    0.317
##     Deprssn          -0.021    0.008   -2.717    0.007
##   EF_BL ~                                             
##     Mltmrbd          -0.106    0.030   -3.515    0.000
##     Educatn           0.485    0.024   20.594    0.000
##     Income            0.385    0.050    7.654    0.000
##     BMI               0.009    0.008    1.175    0.240
##     Sorc.BL           0.136    0.096    1.416    0.157
##     White             3.887    0.219   17.715    0.000
##     Smoking          -0.137    0.032   -4.253    0.000
##     Alcohol           0.079    0.023    3.493    0.000
##     Deprssn          -0.068    0.009   -7.225    0.000
##     Age_BL           -0.963    0.091  -10.617    0.000
##     Lngg_BL          -0.824    0.124   -6.659    0.000
##   EF_DELTA ~                                          
##     Age_BL           -0.547    0.073   -7.476    0.000
##     Lng_FU1           0.065    0.097    0.672    0.501
##   EF_BL ~                                             
##     Mtrl_dp (c111)   -0.595    0.129   -4.618    0.000
##     Scl_dpr (c121)    0.085    0.123    0.694    0.488
##     Physcl_ (b11c)    0.195    0.060    3.234    0.001
##     MatINT  (int1)   -0.083    0.149   -0.559    0.576
##     SocINT  (int2)   -0.001    0.145   -0.010    0.992
##   EF_DELTA ~                                          
##     Mtrl_dp (c211)   -0.260    0.102   -2.542    0.011
##     Scl_dpr (c221)   -0.160    0.096   -1.666    0.096
##     Physcl_ (b21c)   -0.004    0.046   -0.079    0.937
##     MatINT  (int3)    0.186    0.113    1.644    0.100
##     SocINT  (int4)    0.127    0.111    1.144    0.253
##   MEM_DELTA ~                                         
##     Mltmrbd          -0.024    0.010   -2.447    0.014
##     Educatn           0.062    0.008    8.022    0.000
##     Income            0.042    0.016    2.547    0.011
##     BMI              -0.005    0.003   -2.043    0.041
##     Sorc.BL          -0.452    0.031  -14.457    0.000
##     White             0.257    0.075    3.414    0.001
##     Smoking          -0.016    0.011   -1.484    0.138
##     Alcohol           0.010    0.007    1.312    0.190
##     Deprssn          -0.008    0.003   -2.692    0.007
##   MEM_BL ~                                            
##     Mltmrbd          -0.009    0.009   -1.007    0.314
##     Educatn           0.107    0.007   14.837    0.000
##     Income            0.077    0.016    4.943    0.000
##     BMI              -0.002    0.002   -0.774    0.439
##     Sorc.BL           0.209    0.030    7.018    0.000
##     White             0.277    0.068    4.097    0.000
##     Smoking          -0.014    0.010   -1.412    0.158
##     Alcohol           0.029    0.007    4.147    0.000
##     Deprssn          -0.012    0.003   -4.213    0.000
##     Age_BL           -0.104    0.028   -3.698    0.000
##     Lngg_BL          -0.236    0.038   -6.210    0.000
##   MEM_DELTA ~                                         
##     Age_BL           -0.187    0.030   -6.315    0.000
##     Lng_FU1          -0.038    0.040   -0.950    0.342
##   MEM_BL ~                                            
##     Mtrl_dp (c112)   -0.048    0.040   -1.216    0.224
##     Scl_dpr (c122)   -0.027    0.038   -0.695    0.487
##     Physcl_ (b12c)    0.043    0.019    2.320    0.020
##     MatINT  (int5)    0.024    0.046    0.517    0.605
##     SocINT  (int6)   -0.014    0.045   -0.317    0.751
##   MEM_DELTA ~                                         
##     Mtrl_dp (c212)   -0.086    0.042   -2.032    0.042
##     Scl_dpr (c222)    0.004    0.040    0.092    0.927
##     Physcl_ (b22c)    0.038    0.019    1.984    0.047
##     MatINT  (int7)    0.145    0.047    3.112    0.002
##     SocINT  (int8)   -0.013    0.046   -0.278    0.781
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##  .Verbal_Fluency_Conservative.BL ~~                                    
##    .Vrbl_Fln_C.FU1                    11.226    0.373   30.081    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     21.154    0.627   33.752    0.000
##  .COG_REYI_SCORE.BL ~~                                                 
##    .COG_REYI_SCORE                     0.000                           
##  .COG_REYII_SCORE.BL ~~                                                
##    .COG_REYII_SCOR                     0.559    0.026   21.215    0.000
##  .MEM_BL ~~                                                            
##    .EF_DELTA                           0.234    0.058    4.070    0.000
##  .EF_BL ~~                                                             
##    .MEM_DELTA                          0.986    0.073   13.471    0.000
##    .MEM_BL                             1.627    0.071   22.930    0.000
##  .EF_DELTA ~~                                                          
##    .MEM_DELTA                          0.239    0.054    4.459    0.000
##   Multimorbidity ~~                                                    
##     Education                         -0.519    0.035  -14.879    0.000
##     Income                            -0.420    0.019  -21.927    0.000
##     BMI                                2.999    0.106   28.287    0.000
##     Source.BL                         -0.005    0.008   -0.663    0.507
##     White                              0.004    0.003    1.208    0.227
##     Smoking                            0.195    0.024    8.157    0.000
##     Alcohol                           -0.594    0.036  -16.337    0.000
##     Depression                         2.190    0.086   25.531    0.000
##     Age_BL                             0.223    0.009   25.215    0.000
##     Language_BL                       -0.014    0.006   -2.202    0.028
##     Language_FU1                      -0.013    0.006   -2.195    0.028
##     Materil_dprvtn                     0.073    0.007   11.158    0.000
##     Social_deprvtn                     0.070    0.007   10.651    0.000
##     Physical_ctvty                    -0.233    0.014  -16.498    0.000
##     MatINT                            -0.019    0.006   -3.397    0.001
##     SocINT                            -0.046    0.006   -7.828    0.000
##   Education ~~                                                         
##     Income                             0.825    0.024   34.542    0.000
##     BMI                               -1.930    0.124  -15.555    0.000
##     Source.BL                         -0.114    0.009  -12.121    0.000
##     White                             -0.020    0.004   -4.843    0.000
##     Smoking                           -0.747    0.030  -25.149    0.000
##     Alcohol                            0.785    0.044   17.800    0.000
##     Depression                        -1.305    0.101  -12.940    0.000
##     Age_BL                            -0.104    0.010   -9.924    0.000
##     Language_BL                       -0.046    0.007   -6.180    0.000
##     Language_FU1                      -0.045    0.007   -6.107    0.000
##     Materil_dprvtn                    -0.229    0.008  -28.233    0.000
##     Social_deprvtn                    -0.076    0.008   -9.467    0.000
##     Physical_ctvty                     0.161    0.017    9.467    0.000
##     MatINT                            -0.003    0.007   -0.372    0.710
##     SocINT                             0.010    0.007    1.389    0.165
##   Income ~~                                                            
##     BMI                               -1.101    0.068  -16.290    0.000
##     Source.BL                         -0.043    0.005   -8.415    0.000
##     White                              0.010    0.002    4.433    0.000
##     Smoking                           -0.293    0.016  -18.418    0.000
##     Alcohol                            0.648    0.024   26.639    0.000
##     Depression                        -1.416    0.056  -25.252    0.000
##     Age_BL                            -0.137    0.006  -23.605    0.000
##     Language_BL                       -0.060    0.004  -14.901    0.000
##     Language_FU1                      -0.060    0.004  -14.706    0.000
##     Materil_dprvtn                    -0.144    0.004  -32.411    0.000
##     Social_deprvtn                    -0.148    0.005  -32.544    0.000
##     Physical_ctvty                     0.131    0.009   14.186    0.000
##     MatINT                            -0.002    0.004   -0.560    0.576
##     SocINT                             0.005    0.004    1.410    0.158
##   BMI ~~                                                               
##     Source.BL                         -0.096    0.028   -3.468    0.001
##     White                              0.043    0.012    3.554    0.000
##     Smoking                            0.201    0.085    2.359    0.018
##     Alcohol                           -3.020    0.131  -23.132    0.000
##     Depression                         3.861    0.297   12.995    0.000
##     Age_BL                             0.258    0.031    8.366    0.000
##     Language_BL                       -0.113    0.022   -5.196    0.000
##     Language_FU1                      -0.115    0.022   -5.255    0.000
##     Materil_dprvtn                     0.339    0.023   14.514    0.000
##     Social_deprvtn                     0.216    0.024    9.136    0.000
##     Physical_ctvty                    -0.874    0.050  -17.470    0.000
##     MatINT                            -0.025    0.020   -1.237    0.216
##     SocINT                            -0.078    0.021   -3.739    0.000
##   Source.BL ~~                                                         
##     White                              0.003    0.001    2.809    0.005
##     Smoking                            0.033    0.006    5.014    0.000
##     Alcohol                           -0.084    0.010   -8.562    0.000
##     Depression                         0.020    0.022    0.886    0.376
##     Age_BL                            -0.006    0.002   -2.461    0.014
##     Language_BL                       -0.005    0.002   -3.238    0.001
##     Language_FU1                      -0.005    0.002   -2.792    0.005
##     Materil_dprvtn                     0.030    0.002   17.002    0.000
##     Social_deprvtn                    -0.000    0.002   -0.179    0.858
##     Physical_ctvty                    -0.004    0.004   -1.078    0.281
##     MatINT                             0.002    0.002    1.397    0.162
##     SocINT                             0.001    0.002    0.850    0.395
##   White ~~                                                             
##     Smoking                            0.032    0.003   11.417    0.000
##     Alcohol                            0.058    0.004   13.057    0.000
##     Depression                        -0.038    0.010   -3.835    0.000
##     Age_BL                             0.005    0.001    5.303    0.000
##     Language_BL                        0.003    0.001    4.025    0.000
##     Language_FU1                       0.003    0.001    4.496    0.000
##     Materil_dprvtn                    -0.003    0.001   -4.002    0.000
##     Social_deprvtn                     0.002    0.001    2.631    0.009
##     Physical_ctvty                    -0.000    0.002   -0.277    0.782
##     MatINT                             0.001    0.001    1.038    0.299
##     SocINT                            -0.001    0.001   -1.182    0.237
##   Smoking ~~                                                           
##     Alcohol                            0.093    0.030    3.079    0.002
##     Depression                         0.942    0.070   13.478    0.000
##     Age_BL                            -0.010    0.007   -1.316    0.188
##     Language_BL                        0.054    0.005   10.390    0.000
##     Language_FU1                       0.056    0.005   10.816    0.000
##     Materil_dprvtn                     0.078    0.005   14.307    0.000
##     Social_deprvtn                     0.084    0.006   15.102    0.000
##     Physical_ctvty                    -0.063    0.012   -5.343    0.000
##     MatINT                            -0.004    0.005   -0.871    0.384
##     SocINT                            -0.003    0.005   -0.640    0.522
##   Alcohol ~~                                                           
##     Depression                        -1.461    0.105  -13.882    0.000
##     Age_BL                             0.006    0.011    0.560    0.575
##     Language_BL                        0.064    0.008    8.291    0.000
##     Language_FU1                       0.067    0.008    8.750    0.000
##     Materil_dprvtn                    -0.152    0.008  -18.346    0.000
##     Social_deprvtn                    -0.067    0.008   -8.042    0.000
##     Physical_ctvty                     0.136    0.018    7.767    0.000
##     MatINT                             0.004    0.007    0.579    0.562
##     SocINT                             0.028    0.007    3.787    0.000
##   Depression ~~                                                        
##     Age_BL                            -0.039    0.025   -1.554    0.120
##     Language_BL                        0.044    0.018    2.470    0.014
##     Language_FU1                       0.042    0.018    2.344    0.019
##     Materil_dprvtn                     0.228    0.019   12.022    0.000
##     Social_deprvtn                     0.218    0.019   11.302    0.000
##     Physical_ctvty                    -0.520    0.041  -12.694    0.000
##     MatINT                            -0.034    0.017   -2.038    0.042
##     SocINT                            -0.092    0.017   -5.373    0.000
##   Age_BL ~~                                                            
##     Language_BL                       -0.000    0.002   -0.088    0.930
##     Language_FU1                      -0.000    0.002   -0.266    0.790
##     Materil_dprvtn                    -0.001    0.002   -0.437    0.662
##     Social_deprvtn                     0.011    0.002    5.515    0.000
##     Physical_ctvty                    -0.077    0.004  -18.122    0.000
##     MatINT                            -0.002    0.002   -1.330    0.183
##     SocINT                            -0.003    0.002   -1.523    0.128
##   Language_BL ~~                                                       
##     Language_FU1                       0.142    0.002   77.176    0.000
##     Materil_dprvtn                     0.026    0.001   18.345    0.000
##     Social_deprvtn                     0.023    0.001   15.882    0.000
##     Physical_ctvty                    -0.013    0.003   -4.231    0.000
##     MatINT                             0.000    0.001    0.214    0.831
##     SocINT                            -0.000    0.001   -0.110    0.913
##   Language_FU1 ~~                                                      
##     Materil_dprvtn                     0.026    0.001   18.161    0.000
##     Social_deprvtn                     0.023    0.001   15.823    0.000
##     Physical_ctvty                    -0.013    0.003   -4.351    0.000
##     MatINT                            -0.000    0.001   -0.250    0.803
##     SocINT                            -0.000    0.001   -0.098    0.922
##   Material_deprivation ~~                                              
##     Social_deprvtn                     0.016    0.001   10.897    0.000
##     Physical_ctvty                    -0.016    0.003   -5.000    0.000
##     MatINT                             0.008    0.001    6.116    0.000
##     SocINT                             0.002    0.001    1.263    0.207
##   Social_deprivation ~~                                                
##     Physical_ctvty                    -0.023    0.003   -7.170    0.000
##     MatINT                             0.001    0.001    1.141    0.254
##     SocINT                             0.010    0.001    7.502    0.000
##   Physical_activity ~~                                                 
##     MatINT                             0.025    0.003    9.560    0.000
##     SocINT                             0.019    0.003    7.193    0.000
##   MatINT ~~                                                            
##     SocINT                             0.011    0.001   10.531    0.000
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|)
##    .EF_BL     (e3)   21.639    0.321   67.406    0.000
##    .EF_FU1            0.000                           
##    .MEM_BL    (f3)    5.123    0.099   51.649    0.000
##    .MEM_FU1           0.000                           
##    .Vr_F_C.BL         0.000                           
##    .V_F_C.FU1         0.000                           
##    .MAT_Sc.BL         0.000                           
##    .MAT_S.FU1         0.000                           
##    .COG_REYII         0.000                           
##    .COG_REYII         0.000                           
##    .COG_REYI_         0.000                           
##    .COG_REYI_         0.000                           
##    .EF_DELTA  (l3)    6.214    0.478   12.993    0.000
##    .MEM_DELTA (n3)    4.113    0.116   35.308    0.000
##     Mltmrbdty         1.936    0.016  120.787    0.000
##     Education         0.403    0.019   20.729    0.000
##     Income            0.289    0.011   27.432    0.000
##     BMI              27.762    0.057  485.549    0.000
##     Source.BL         1.366    0.004  313.651    0.000
##     White             0.454    0.002  239.407    0.000
##     Smoking           0.446    0.013   33.102    0.000
##     Alcohol          -0.610    0.020  -30.217    0.000
##     Depressin         0.882    0.047   18.945    0.000
##     Age_BL           -0.000    0.005   -0.000    1.000
##     Langug_BL         1.177    0.003  341.263    0.000
##     Langg_FU1         1.176    0.003  340.621    0.000
##     Mtrl_dprv         0.033    0.004    9.108    0.000
##     Scl_dprvt         0.026    0.004    6.896    0.000
##     Physcl_ct         0.082    0.008   10.443    0.000
##     MatINT           -0.013    0.003   -4.012    0.000
##     SocINT           -0.021    0.003   -6.411    0.000
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)
##    .EF_BL     (g3)   10.967    0.349   31.457    0.000
##    .EF_FU1            0.000                           
##    .MEM_BL    (h3)    2.293    0.031   72.872    0.000
##    .MEM_FU1           0.000                           
##    .Vr_F_C.BL (i3)   24.124    0.364   66.299    0.000
##    .V_F_C.FU1 (i3)   24.124    0.364   66.299    0.000
##    .MAT_Sc.BL (j3)   42.700    0.598   71.411    0.000
##    .MAT_S.FU1 (j3)   42.700    0.598   71.411    0.000
##    .COG_REYII (k3)    2.446    0.024  100.723    0.000
##    .COG_REYII (k3)    2.446    0.024  100.723    0.000
##    .COG_REYI_         0.000                           
##    .COG_REYI_         0.000                           
##    .EF_DELTA  (m3)    0.955    0.233    4.098    0.000
##    .MEM_DELTA (o3)    2.113    0.032   66.981    0.000
##     Mltmrbdty         2.981    0.040   75.454    0.000
##     Education         4.613    0.059   78.140    0.000
##     Income            1.307    0.017   76.123    0.000
##     BMI              39.770    0.511   77.876    0.000
##     Source.BL         0.232    0.003   78.211    0.000
##     White             0.044    0.001   78.211    0.000
##     Smoking           2.208    0.028   78.038    0.000
##     Alcohol           4.868    0.063   76.914    0.000
##     Depressin        26.466    0.339   78.111    0.000
##     Age_BL            0.290    0.004   78.211    0.000
##     Langug_BL         0.145    0.002   78.211    0.000
##     Langg_FU1         0.145    0.002   77.836    0.000
##     Mtrl_dprv         0.158    0.002   76.681    0.000
##     Scl_dprvt         0.163    0.002   76.680    0.000
##     Physcl_ct         0.683    0.009   74.691    0.000
##     MatINT            0.109    0.001   73.308    0.000
##     SocINT            0.115    0.002   73.309    0.000
## 
## 
## Group 4 [65+ M]:
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)
##   EF_BL =~                                            
##     Vr_F_C.BL (a4)    1.000                           
##     MAT_Sc.BL (b4)    1.278    0.005  273.622    0.000
##   EF_FU1 =~                                           
##     V_F_C.FU1 (a4)    1.000                           
##     MAT_S.FU1 (b4)    1.278    0.005  273.622    0.000
##   MEM_BL =~                                           
##     COG_REYII (c4)    1.000                           
##     COG_REYI_ (d4)    1.599    0.007  244.711    0.000
##   MEM_FU1 =~                                          
##     COG_REYII (c4)    1.000                           
##     COG_REYI_ (d4)    1.599    0.007  244.711    0.000
##   EF_DELTA =~                                         
##     EF_FU1            1.000                           
##   MEM_DELTA =~                                        
##     MEM_FU1           1.000                           
## 
## Regressions:
##                    Estimate  Std.Err  z-value  P(>|z|)
##   EF_FU1 ~                                            
##     EF_BL             1.000                           
##   MEM_FU1 ~                                           
##     MEM_BL            1.000                           
##   EF_DELTA ~                                          
##     EF_BL            -0.165    0.025   -6.569    0.000
##   MEM_DELTA ~                                         
##     MEM_BL           -0.577    0.012  -47.572    0.000
##   EF_DELTA ~                                          
##     Mltmrbd          -0.052    0.026   -2.011    0.044
##     Educatn           0.035    0.023    1.557    0.120
##     Income           -0.019    0.056   -0.345    0.730
##     BMI               0.032    0.011    2.823    0.005
##     Sorc.BL          -0.487    0.098   -4.991    0.000
##     White            -0.069    0.238   -0.290    0.772
##     Smoking          -0.011    0.041   -0.271    0.787
##     Alcohol           0.020    0.020    1.037    0.300
##     Deprssn          -0.001    0.012   -0.107    0.915
##   EF_BL ~                                             
##     Mltmrbd           0.003    0.029    0.103    0.918
##     Educatn           0.478    0.022   21.499    0.000
##     Income            0.548    0.064    8.549    0.000
##     BMI              -0.009    0.013   -0.691    0.489
##     Sorc.BL          -0.092    0.113   -0.816    0.414
##     White             2.324    0.261    8.918    0.000
##     Smoking          -0.088    0.047   -1.883    0.060
##     Alcohol           0.170    0.022    7.709    0.000
##     Deprssn          -0.065    0.013   -4.877    0.000
##     Age_BL           -2.186    0.097  -22.469    0.000
##     Lngg_BL          -1.483    0.146  -10.184    0.000
##   EF_DELTA ~                                          
##     Age_BL           -0.555    0.100   -5.546    0.000
##     Lng_FU1           0.038    0.131    0.293    0.770
##   EF_BL ~                                             
##     Mtrl_dp (c111)   -0.362    0.146   -2.481    0.013
##     Scl_dpr (c121)    0.155    0.132    1.174    0.240
##     Physcl_ (b11d)    0.268    0.085    3.156    0.002
##     MatINT  (int1)   -0.161    0.204   -0.788    0.431
##     SocINT  (int2)   -0.515    0.200   -2.578    0.010
##   EF_DELTA ~                                          
##     Mtrl_dp (c211)    0.043    0.129    0.330    0.741
##     Scl_dpr (c221)    0.013    0.116    0.108    0.914
##     Physcl_ (b21d)    0.238    0.071    3.356    0.001
##     MatINT  (int3)   -0.068    0.170   -0.396    0.692
##     SocINT  (int4)    0.217    0.168    1.290    0.197
##   MEM_DELTA ~                                         
##     Mltmrbd          -0.003    0.008   -0.447    0.655
##     Educatn           0.034    0.006    5.853    0.000
##     Income            0.081    0.016    5.000    0.000
##     BMI               0.006    0.003    1.763    0.078
##     Sorc.BL          -0.250    0.029   -8.690    0.000
##     White             0.050    0.068    0.738    0.461
##     Smoking          -0.022    0.012   -1.784    0.074
##     Alcohol           0.017    0.006    2.993    0.003
##     Deprssn          -0.003    0.003   -0.852    0.394
##   MEM_BL ~                                            
##     Mltmrbd          -0.001    0.007   -0.074    0.941
##     Educatn           0.062    0.005   11.979    0.000
##     Income            0.100    0.015    6.651    0.000
##     BMI               0.003    0.003    0.882    0.378
##     Sorc.BL           0.108    0.026    4.147    0.000
##     White             0.261    0.061    4.275    0.000
##     Smoking          -0.026    0.011   -2.364    0.018
##     Alcohol           0.029    0.005    5.611    0.000
##     Deprssn          -0.016    0.003   -5.133    0.000
##     Age_BL           -0.511    0.023  -22.398    0.000
##     Lngg_BL          -0.152    0.034   -4.487    0.000
##   MEM_DELTA ~                                         
##     Age_BL           -0.399    0.026  -15.465    0.000
##     Lng_FU1           0.057    0.037    1.528    0.126
##   MEM_BL ~                                            
##     Mtrl_dp (c122)   -0.017    0.024   -0.737    0.461
##     Scl_dpr (c122)   -0.017    0.024   -0.737    0.461
##     Physcl_ (b12d)    0.084    0.020    4.202    0.000
##     MatINT  (int5)   -0.027    0.048   -0.577    0.564
##     SocINT  (int6)   -0.073    0.047   -1.559    0.119
##   MEM_DELTA ~                                         
##     Mtrl_dp (c212)    0.007    0.038    0.191    0.849
##     Scl_dpr (c222)    0.042    0.034    1.211    0.226
##     Physcl_ (b22d)    0.097    0.021    4.601    0.000
##     MatINT  (int7)    0.063    0.050    1.252    0.211
##     SocINT  (int8)   -0.094    0.050   -1.878    0.060
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##  .Verbal_Fluency_Conservative.BL ~~                                    
##    .Vrbl_Fln_C.FU1                     9.417    0.420   22.407    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     27.289    0.868   31.424    0.000
##  .COG_REYI_SCORE.BL ~~                                                 
##    .COG_REYI_SCORE                     0.000                           
##  .COG_REYII_SCORE.BL ~~                                                
##    .COG_REYII_SCOR                     0.605    0.029   21.026    0.000
##  .MEM_BL ~~                                                            
##    .EF_DELTA                           0.122    0.054    2.256    0.024
##  .EF_BL ~~                                                             
##    .MEM_DELTA                          0.645    0.062   10.326    0.000
##    .MEM_BL                             1.394    0.060   23.111    0.000
##  .EF_DELTA ~~                                                          
##    .MEM_DELTA                          0.330    0.050    6.624    0.000
##   Multimorbidity ~~                                                    
##     Education                         -0.522    0.060   -8.728    0.000
##     Income                            -0.187    0.022   -8.396    0.000
##     BMI                                1.578    0.098   16.179    0.000
##     Source.BL                          0.028    0.011    2.658    0.008
##     White                              0.003    0.005    0.683    0.495
##     Smoking                            0.207    0.026    7.986    0.000
##     Alcohol                           -0.471    0.056   -8.374    0.000
##     Depression                         1.673    0.094   17.809    0.000
##     Age_BL                             0.196    0.013   15.079    0.000
##     Language_BL                       -0.003    0.008   -0.320    0.749
##     Language_FU1                      -0.002    0.008   -0.274    0.784
##     Materil_dprvtn                     0.045    0.009    5.051    0.000
##     Social_deprvtn                     0.044    0.009    4.733    0.000
##     Physical_ctvty                    -0.277    0.017  -16.655    0.000
##     MatINT                             0.008    0.007    1.263    0.207
##     SocINT                            -0.008    0.007   -1.100    0.271
##   Education ~~                                                         
##     Income                             0.938    0.030   31.645    0.000
##     BMI                               -1.234    0.121  -10.176    0.000
##     Source.BL                         -0.150    0.014  -11.048    0.000
##     White                             -0.029    0.006   -5.122    0.000
##     Smoking                           -0.560    0.033  -16.955    0.000
##     Alcohol                            1.062    0.071   14.851    0.000
##     Depression                        -0.944    0.115   -8.209    0.000
##     Age_BL                            -0.155    0.016   -9.566    0.000
##     Language_BL                       -0.062    0.010   -5.983    0.000
##     Language_FU1                      -0.061    0.010   -5.931    0.000
##     Materil_dprvtn                    -0.296    0.012  -24.945    0.000
##     Social_deprvtn                    -0.090    0.012   -7.534    0.000
##     Physical_ctvty                     0.128    0.021    6.161    0.000
##     MatINT                             0.013    0.009    1.548    0.122
##     SocINT                            -0.004    0.009   -0.465    0.642
##   Income ~~                                                            
##     BMI                               -0.091    0.045   -2.009    0.045
##     Source.BL                         -0.053    0.005  -10.496    0.000
##     White                              0.011    0.002    5.006    0.000
##     Smoking                           -0.130    0.012  -10.618    0.000
##     Alcohol                            0.484    0.027   18.039    0.000
##     Depression                        -0.643    0.043  -14.795    0.000
##     Age_BL                            -0.052    0.006   -8.602    0.000
##     Language_BL                       -0.048    0.004  -12.386    0.000
##     Language_FU1                      -0.048    0.004  -12.361    0.000
##     Materil_dprvtn                    -0.125    0.004  -27.842    0.000
##     Social_deprvtn                    -0.089    0.005  -19.677    0.000
##     Physical_ctvty                     0.086    0.008   11.178    0.000
##     MatINT                             0.001    0.003    0.365    0.715
##     SocINT                             0.009    0.003    2.656    0.008
##   BMI ~~                                                               
##     Source.BL                         -0.221    0.022  -10.084    0.000
##     White                              0.063    0.009    6.837    0.000
##     Smoking                            0.217    0.053    4.118    0.000
##     Alcohol                           -0.757    0.114   -6.611    0.000
##     Depression                         0.527    0.185    2.843    0.004
##     Age_BL                            -0.345    0.026  -13.063    0.000
##     Language_BL                        0.011    0.017    0.667    0.504
##     Language_FU1                       0.007    0.017    0.439    0.661
##     Materil_dprvtn                     0.100    0.019    5.378    0.000
##     Social_deprvtn                     0.038    0.019    1.985    0.047
##     Physical_ctvty                    -0.281    0.034   -8.382    0.000
##     MatINT                            -0.011    0.014   -0.783    0.434
##     SocINT                            -0.012    0.014   -0.824    0.410
##   Source.BL ~~                                                         
##     White                              0.001    0.001    0.609    0.542
##     Smoking                            0.024    0.006    4.094    0.000
##     Alcohol                           -0.074    0.013   -5.836    0.000
##     Depression                         0.073    0.021    3.514    0.000
##     Age_BL                             0.017    0.003    5.713    0.000
##     Language_BL                       -0.003    0.002   -1.390    0.165
##     Language_FU1                      -0.002    0.002   -0.813    0.416
##     Materil_dprvtn                     0.041    0.002   19.407    0.000
##     Social_deprvtn                     0.000    0.002    0.024    0.981
##     Physical_ctvty                    -0.014    0.004   -3.766    0.000
##     MatINT                             0.002    0.002    1.121    0.262
##     SocINT                             0.001    0.002    0.502    0.616
##   White ~~                                                             
##     Smoking                            0.013    0.002    5.249    0.000
##     Alcohol                            0.048    0.006    8.591    0.000
##     Depression                        -0.017    0.009   -1.900    0.057
##     Age_BL                             0.002    0.001    1.882    0.060
##     Language_BL                        0.005    0.001    6.069    0.000
##     Language_FU1                       0.005    0.001    6.161    0.000
##     Materil_dprvtn                    -0.003    0.001   -2.889    0.004
##     Social_deprvtn                     0.003    0.001    3.151    0.002
##     Physical_ctvty                     0.002    0.002    1.064    0.288
##     MatINT                             0.000    0.001    0.293    0.769
##     SocINT                             0.001    0.001    1.780    0.075
##   Smoking ~~                                                           
##     Alcohol                            0.097    0.031    3.163    0.002
##     Depression                         0.353    0.050    7.058    0.000
##     Age_BL                            -0.032    0.007   -4.554    0.000
##     Language_BL                        0.029    0.004    6.552    0.000
##     Language_FU1                       0.030    0.005    6.650    0.000
##     Materil_dprvtn                     0.049    0.005    9.883    0.000
##     Social_deprvtn                     0.050    0.005    9.737    0.000
##     Physical_ctvty                    -0.066    0.009   -7.353    0.000
##     MatINT                            -0.004    0.004   -0.957    0.339
##     SocINT                             0.001    0.004    0.377    0.706
##   Alcohol ~~                                                           
##     Depression                        -0.602    0.108   -5.549    0.000
##     Age_BL                            -0.047    0.015   -3.100    0.002
##     Language_BL                        0.033    0.010    3.420    0.001
##     Language_FU1                       0.034    0.010    3.501    0.000
##     Materil_dprvtn                    -0.151    0.011  -13.845    0.000
##     Social_deprvtn                    -0.066    0.011   -5.904    0.000
##     Physical_ctvty                     0.138    0.019    7.097    0.000
##     MatINT                             0.007    0.008    0.932    0.351
##     SocINT                             0.002    0.008    0.266    0.790
##   Depression ~~                                                        
##     Age_BL                             0.102    0.025    4.091    0.000
##     Language_BL                        0.024    0.016    1.517    0.129
##     Language_FU1                       0.029    0.016    1.809    0.070
##     Materil_dprvtn                     0.097    0.018    5.540    0.000
##     Social_deprvtn                     0.134    0.018    7.362    0.000
##     Physical_ctvty                    -0.341    0.032  -10.634    0.000
##     MatINT                             0.002    0.013    0.177    0.859
##     SocINT                            -0.021    0.013   -1.592    0.111
##   Age_BL ~~                                                            
##     Language_BL                       -0.003    0.002   -1.395    0.163
##     Language_FU1                      -0.003    0.002   -1.207    0.227
##     Materil_dprvtn                    -0.004    0.002   -1.789    0.074
##     Social_deprvtn                     0.012    0.003    4.595    0.000
##     Physical_ctvty                    -0.100    0.005  -21.820    0.000
##     MatINT                             0.001    0.002    0.747    0.455
##     SocINT                             0.001    0.002    0.770    0.442
##   Language_BL ~~                                                       
##     Language_FU1                       0.130    0.002   65.547    0.000
##     Materil_dprvtn                     0.024    0.002   15.004    0.000
##     Social_deprvtn                     0.023    0.002   13.736    0.000
##     Physical_ctvty                    -0.003    0.003   -1.111    0.267
##     MatINT                             0.001    0.001    0.670    0.503
##     SocINT                             0.001    0.001    0.897    0.370
##   Language_FU1 ~~                                                      
##     Materil_dprvtn                     0.024    0.002   14.708    0.000
##     Social_deprvtn                     0.022    0.002   13.350    0.000
##     Physical_ctvty                    -0.003    0.003   -1.101    0.271
##     MatINT                             0.001    0.001    0.482    0.630
##     SocINT                             0.001    0.001    0.895    0.371
##   Material_deprivation ~~                                              
##     Social_deprvtn                     0.011    0.002    5.929    0.000
##     Physical_ctvty                    -0.008    0.003   -2.645    0.008
##     MatINT                            -0.002    0.001   -1.465    0.143
##     SocINT                             0.000    0.001    0.287    0.774
##   Social_deprivation ~~                                                
##     Physical_ctvty                    -0.030    0.003   -9.154    0.000
##     MatINT                             0.000    0.001    0.108    0.914
##     SocINT                             0.001    0.001    1.061    0.289
##   Physical_activity ~~                                                 
##     MatINT                             0.013    0.002    6.027    0.000
##     SocINT                             0.019    0.002    8.412    0.000
##   MatINT ~~                                                            
##     SocINT                             0.007    0.001    7.888    0.000
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|)
##    .EF_BL     (e4)   20.817    0.446   46.642    0.000
##    .EF_FU1            0.000                           
##    .MEM_BL    (f4)    2.899    0.104   27.757    0.000
##    .MEM_FU1           0.000                           
##    .Vr_F_C.BL         0.000                           
##    .V_F_C.FU1         0.000                           
##    .MAT_Sc.BL         0.000                           
##    .MAT_S.FU1         0.000                           
##    .COG_REYII         0.000                           
##    .COG_REYII         0.000                           
##    .COG_REYI_         0.000                           
##    .COG_REYI_         0.000                           
##    .EF_DELTA  (l4)    2.403    0.650    3.695    0.000
##    .MEM_DELTA (n4)    1.910    0.120   15.928    0.000
##     Mltmrbdty         2.893    0.022  129.448    0.000
##     Education        -0.829    0.028  -29.456    0.000
##     Income           -0.075    0.011   -7.093    0.000
##     BMI              27.627    0.046  606.249    0.000
##     Source.BL         1.354    0.005  266.289    0.000
##     White             0.457    0.002  211.979    0.000
##     Smoking          -0.471    0.012  -38.383    0.000
##     Alcohol          -0.865    0.027  -32.518    0.000
##     Depressin         0.580    0.043   13.400    0.000
##     Age_BL            0.000    0.006    0.000    1.000
##     Langug_BL         1.159    0.004  298.102    0.000
##     Langg_FU1         1.158    0.004  297.370    0.000
##     Mtrl_dprv         0.027    0.004    6.326    0.000
##     Scl_dprvt         0.039    0.004    8.679    0.000
##     Physcl_ct         0.031    0.008    3.992    0.000
##     MatINT           -0.006    0.003   -1.936    0.053
##     SocINT           -0.027    0.003   -8.430    0.000
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)
##    .EF_BL     (g4)    9.969    0.391   25.468    0.000
##    .EF_FU1            0.000                           
##    .MEM_BL    (h4)    1.226    0.021   57.102    0.000
##    .MEM_FU1           0.000                           
##    .Vr_F_C.BL (i4)   21.570    0.407   52.989    0.000
##    .V_F_C.FU1 (i4)   21.570    0.407   52.989    0.000
##    .MAT_Sc.BL (j4)   49.834    0.829   60.079    0.000
##    .MAT_S.FU1 (j4)   49.834    0.829   60.079    0.000
##    .COG_REYII (k4)    2.213    0.027   82.901    0.000
##    .COG_REYII (k4)    2.213    0.027   82.901    0.000
##    .COG_REYI_         0.000                           
##    .COG_REYI_         0.000                           
##    .EF_DELTA  (m4)    1.260    0.307    4.102    0.000
##    .MEM_DELTA (o4)    1.121    0.022   51.492    0.000
##     Mltmrbdty         4.030    0.064   63.141    0.000
##     Education         6.983    0.105   66.354    0.000
##     Income            0.934    0.014   64.417    0.000
##     BMI              18.305    0.276   66.369    0.000
##     Source.BL         0.229    0.003   66.502    0.000
##     White             0.041    0.001   66.502    0.000
##     Smoking           1.320    0.020   66.250    0.000
##     Alcohol           6.119    0.093   65.645    0.000
##     Depressin        16.421    0.248   66.249    0.000
##     Age_BL            0.330    0.005   66.502    0.000
##     Langug_BL         0.134    0.002   66.502    0.000
##     Langg_FU1         0.133    0.002   65.880    0.000
##     Mtrl_dprv         0.158    0.002   64.875    0.000
##     Scl_dprvt         0.168    0.003   64.916    0.000
##     Physcl_ct         0.480    0.008   62.969    0.000
##     MatINT            0.076    0.001   61.577    0.000
##     SocINT            0.080    0.001   61.577    0.000
fitMeasures(mdl_int2_age_sex_fit, c("cfi","tli","rmsea","srmr"))
##   cfi   tli rmsea  srmr 
## 0.950 0.913 0.040 0.028
parameterEstimates(mdl_int2_age_sex_fit,standardized=TRUE,output="text",fmi=TRUE,remove.nonfree=TRUE)
## 
## 
## Group 1 []:
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_BL =~                                                              
##     MAT_Sc.BL (b1)    1.237    0.003  365.420    0.000    1.231    1.244
##   EF_FU1 =~                                                             
##     MAT_S.FU1 (b1)    1.237    0.003  365.420    0.000    1.231    1.244
##   MEM_BL =~                                                             
##     COG_REYI_ (d1)    1.402    0.003  402.393    0.000    1.395    1.409
##   MEM_FU1 =~                                                            
##     COG_REYI_ (d1)    1.402    0.003  402.393    0.000    1.395    1.409
##    Std.lv  Std.all      FMI
##                            
##     5.184    0.596    0.065
##                            
##     4.401    0.533    0.065
##                            
##     1.871    1.000    0.094
##                            
##     2.019    1.000    0.094
## 
## Regressions:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_DELTA ~                                                            
##     EF_BL            -0.231    0.018  -13.020    0.000   -0.265   -0.196
##   MEM_DELTA ~                                                           
##     MEM_BL           -0.572    0.010  -56.741    0.000   -0.592   -0.552
##   EF_DELTA ~                                                            
##     Mltmrbd          -0.039    0.028   -1.431    0.153   -0.093    0.015
##     Educatn           0.064    0.021    2.983    0.003    0.022    0.106
##     Income            0.022    0.042    0.513    0.608   -0.061    0.104
##     BMI              -0.002    0.008   -0.231    0.817   -0.018    0.014
##     Sorc.BL          -0.525    0.080   -6.531    0.000   -0.683   -0.368
##     White             0.548    0.186    2.954    0.003    0.184    0.912
##     Smoking          -0.006    0.029   -0.203    0.839   -0.062    0.050
##     Alcohol           0.046    0.018    2.527    0.012    0.010    0.082
##     Deprssn          -0.004    0.009   -0.401    0.688   -0.021    0.014
##   EF_BL ~                                                               
##     Mltmrbd           0.001    0.035    0.039    0.969   -0.068    0.070
##     Educatn           0.509    0.025   20.268    0.000    0.459    0.558
##     Income            0.481    0.054    8.868    0.000    0.375    0.587
##     BMI               0.002    0.011    0.197    0.844   -0.019    0.023
##     Sorc.BL           0.017    0.105    0.159    0.874   -0.189    0.222
##     White             4.109    0.215   19.083    0.000    3.687    4.531
##     Smoking          -0.089    0.036   -2.461    0.014   -0.160   -0.018
##     Alcohol           0.121    0.024    5.114    0.000    0.075    0.168
##     Deprssn          -0.070    0.011   -6.091    0.000   -0.092   -0.047
##     Age_BL           -1.294    0.096  -13.461    0.000   -1.483   -1.106
##     Lngg_BL          -1.107    0.133   -8.296    0.000   -1.368   -0.845
##   EF_DELTA ~                                                            
##     Age_BL           -0.407    0.077   -5.285    0.000   -0.558   -0.256
##     Lng_FU1           0.029    0.102    0.280    0.779   -0.172    0.229
##   EF_BL ~                                                               
##     Mtrl_dp (c111)   -0.618    0.141   -4.385    0.000   -0.895   -0.342
##     Scl_dpr (c121)    0.029    0.130    0.227    0.821   -0.225    0.283
##     Physcl_ (b11a)    0.089    0.061    1.469    0.142   -0.030    0.208
##     MatINT  (int1)    0.086    0.154    0.559    0.576   -0.216    0.387
##     SocINT  (int2)    0.304    0.144    2.103    0.035    0.021    0.587
##   EF_DELTA ~                                                            
##     Mtrl_dp (c211)    0.005    0.110    0.041    0.967   -0.210    0.219
##     Scl_dpr (c221)    0.121    0.099    1.213    0.225   -0.074    0.316
##     Physcl_ (b21a)    0.041    0.045    0.907    0.364   -0.048    0.129
##     MatINT  (int3)   -0.010    0.117   -0.083    0.934   -0.238    0.219
##     SocINT  (int4)    0.184    0.109    1.689    0.091   -0.029    0.397
##   MEM_DELTA ~                                                           
##     Mltmrbd          -0.013    0.009   -1.372    0.170   -0.031    0.005
##     Educatn           0.068    0.007   10.222    0.000    0.055    0.081
##     Income            0.029    0.014    2.057    0.040    0.001    0.057
##     BMI              -0.002    0.003   -0.894    0.371   -0.008    0.003
##     Sorc.BL          -0.407    0.027  -14.956    0.000   -0.461   -0.354
##     White             0.338    0.058    5.795    0.000    0.224    0.452
##     Smoking          -0.036    0.010   -3.690    0.000   -0.055   -0.017
##     Alcohol           0.014    0.006    2.188    0.029    0.001    0.026
##     Deprssn          -0.013    0.003   -4.157    0.000   -0.018   -0.007
##   MEM_BL ~                                                              
##     Mltmrbd          -0.017    0.009   -1.961    0.050   -0.034   -0.000
##     Educatn           0.088    0.006   14.159    0.000    0.076    0.100
##     Income            0.070    0.013    5.175    0.000    0.043    0.096
##     BMI              -0.004    0.003   -1.448    0.148   -0.009    0.001
##     Sorc.BL           0.004    0.026    0.168    0.867   -0.047    0.055
##     White             0.386    0.054    7.218    0.000    0.281    0.491
##     Smoking          -0.015    0.009   -1.713    0.087   -0.033    0.002
##     Alcohol           0.003    0.006    0.434    0.664   -0.009    0.014
##     Deprssn          -0.019    0.003   -6.622    0.000   -0.024   -0.013
##     Age_BL           -0.266    0.024  -11.171    0.000   -0.313   -0.220
##     Lngg_BL          -0.232    0.033   -7.047    0.000   -0.296   -0.167
##   MEM_DELTA ~                                                           
##     Age_BL           -0.271    0.025  -10.774    0.000   -0.320   -0.222
##     Lng_FU1          -0.067    0.034   -1.954    0.051   -0.134    0.000
##   MEM_BL ~                                                              
##     Mtrl_dp (c112)   -0.188    0.035   -5.382    0.000   -0.257   -0.120
##     Scl_dpr (c122)    0.013    0.032    0.409    0.683   -0.050    0.076
##     Physcl_ (b12a)    0.022    0.015    1.488    0.137   -0.007    0.052
##     MatINT  (int5)   -0.033    0.038   -0.872    0.383   -0.108    0.042
##     SocINT  (int6)    0.014    0.036    0.395    0.693   -0.056    0.085
##   MEM_DELTA ~                                                           
##     Mtrl_dp (c212)   -0.112    0.037   -3.032    0.002   -0.184   -0.040
##     Scl_dpr (c222)   -0.002    0.034   -0.067    0.947   -0.068    0.064
##     Physcl_ (b22a)    0.039    0.015    2.574    0.010    0.009    0.069
##     MatINT  (int7)    0.011    0.039    0.285    0.776   -0.066    0.088
##     SocINT  (int8)    0.055    0.037    1.510    0.131   -0.017    0.127
##    Std.lv  Std.all      FMI
##                            
##    -0.727   -0.727    0.233
##                            
##    -0.528   -0.528    0.218
##                            
##    -0.030   -0.047    0.294
##     0.048    0.106    0.239
##     0.016    0.018    0.245
##    -0.001   -0.007    0.226
##    -0.395   -0.190    0.229
##     0.412    0.097    0.274
##    -0.004   -0.006    0.276
##     0.035    0.077    0.242
##    -0.003   -0.012    0.249
##                            
##     0.000    0.001    0.085
##     0.121    0.268    0.036
##     0.115    0.129    0.073
##     0.000    0.002    0.035
##     0.004    0.002    0.034
##     0.981    0.230    0.041
##    -0.021   -0.031    0.036
##     0.029    0.064    0.049
##    -0.017   -0.076    0.037
##    -0.309   -0.168    0.034
##    -0.264   -0.100    0.029
##                            
##    -0.306   -0.167    0.224
##     0.022    0.008    0.207
##                            
##    -0.148   -0.058    0.074
##     0.007    0.003    0.073
##     0.021    0.019    0.118
##     0.021    0.007    0.163
##     0.072    0.027    0.154
##                            
##     0.003    0.001    0.271
##     0.091    0.037    0.259
##     0.031    0.027    0.252
##    -0.007   -0.003    0.314
##     0.138    0.051    0.296
##                            
##    -0.009   -0.014    0.260
##     0.047    0.104    0.217
##     0.020    0.023    0.228
##    -0.002   -0.008    0.206
##    -0.282   -0.135    0.199
##     0.234    0.055    0.264
##    -0.025   -0.036    0.253
##     0.009    0.021    0.217
##    -0.009   -0.040    0.223
##                            
##    -0.013   -0.020    0.093
##     0.066    0.145    0.044
##     0.052    0.059    0.080
##    -0.003   -0.014    0.041
##     0.003    0.002    0.045
##     0.289    0.068    0.053
##    -0.011   -0.017    0.043
##     0.002    0.004    0.060
##    -0.014   -0.064    0.040
##    -0.200   -0.109    0.043
##    -0.174   -0.066    0.028
##                            
##    -0.188   -0.102    0.200
##    -0.046   -0.018    0.179
##                            
##    -0.141   -0.055    0.084
##     0.010    0.004    0.081
##     0.017    0.015    0.134
##    -0.025   -0.009    0.174
##     0.011    0.004    0.168
##                            
##    -0.078   -0.030    0.243
##    -0.002   -0.001    0.232
##     0.027    0.024    0.227
##     0.008    0.003    0.281
##     0.038    0.014    0.269
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##   Verbal_Fluency_Conservative.BL ~~                                    
##     Vrbl_Fln_C.FU1                    11.631    0.410   28.339    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     26.385    0.735   35.888    0.000
##   COG_REYII_SCORE.BL ~~                                                
##     COG_REYII_SCOR                     0.600    0.024   25.357    0.000
##  .MEM_BL ~~                                                            
##    .EF_DELTA                           0.142    0.050    2.817    0.005
##  .EF_BL ~~                                                             
##    .MEM_DELTA                          0.781    0.065   12.014    0.000
##    .MEM_BL                             1.493    0.065   23.025    0.000
##  .EF_DELTA ~~                                                          
##    .MEM_DELTA                          0.335    0.047    7.103    0.000
##   Multimorbidity ~~                                                    
##     Education                         -0.489    0.034  -14.569    0.000
##     Income                            -0.318    0.018  -18.087    0.000
##     BMI                                1.931    0.077   25.216    0.000
##     Source.BL                          0.004    0.007    0.575    0.565
##     White                              0.004    0.004    1.046    0.296
##     Smoking                            0.311    0.022   14.096    0.000
##     Alcohol                           -0.440    0.034  -12.897    0.000
##     Depression                         1.587    0.071   22.306    0.000
##     Age_BL                             0.203    0.008   24.107    0.000
##     Language_BL                       -0.013    0.006   -2.222    0.026
##     Language_FU1                      -0.013    0.006   -2.213    0.027
##     Materil_dprvtn                     0.054    0.006    9.000    0.000
##     Social_deprvtn                     0.041    0.006    6.560    0.000
##     Physical_ctvty                    -0.207    0.014  -14.659    0.000
##     MatINT                            -0.035    0.006   -6.166    0.000
##     SocINT                            -0.034    0.006   -5.703    0.000
##   Education ~~                                                         
##     Income                             0.856    0.025   34.588    0.000
##     BMI                               -1.243    0.101  -12.243    0.000
##     Source.BL                         -0.138    0.010  -13.869    0.000
##     White                             -0.024    0.005   -4.948    0.000
##     Smoking                           -0.858    0.031  -27.822    0.000
##     Alcohol                            0.593    0.046   12.818    0.000
##     Depression                        -1.411    0.095  -14.850    0.000
##     Age_BL                            -0.047    0.011   -4.245    0.000
##     Language_BL                       -0.032    0.008   -4.125    0.000
##     Language_FU1                      -0.031    0.008   -3.915    0.000
##     Materil_dprvtn                    -0.237    0.008  -27.996    0.000
##     Social_deprvtn                    -0.088    0.009  -10.259    0.000
##     Physical_ctvty                    -0.051    0.019   -2.686    0.007
##     MatINT                             0.001    0.008    0.117    0.907
##     SocINT                             0.005    0.008    0.654    0.513
##   Income ~~                                                            
##     BMI                               -0.113    0.052   -2.170    0.030
##     Source.BL                         -0.049    0.005   -9.663    0.000
##     White                              0.020    0.003    7.817    0.000
##     Smoking                           -0.358    0.016  -22.582    0.000
##     Alcohol                            0.567    0.024   23.236    0.000
##     Depression                        -1.239    0.050  -24.659    0.000
##     Age_BL                            -0.103    0.006  -17.469    0.000
##     Language_BL                       -0.056    0.004  -13.724    0.000
##     Language_FU1                      -0.054    0.004  -13.282    0.000
##     Materil_dprvtn                    -0.136    0.004  -30.695    0.000
##     Social_deprvtn                    -0.139    0.005  -29.978    0.000
##     Physical_ctvty                     0.157    0.010   15.720    0.000
##     MatINT                             0.006    0.004    1.518    0.129
##     SocINT                             0.023    0.004    5.458    0.000
##   BMI ~~                                                               
##     Source.BL                         -0.102    0.022   -4.663    0.000
##     White                              0.069    0.011    6.447    0.000
##     Smoking                           -0.060    0.066   -0.907    0.364
##     Alcohol                           -1.338    0.103  -12.974    0.000
##     Depression                         1.488    0.210    7.073    0.000
##     Age_BL                             0.100    0.025    3.994    0.000
##     Language_BL                       -0.078    0.017   -4.500    0.000
##     Language_FU1                      -0.078    0.017   -4.467    0.000
##     Materil_dprvtn                     0.145    0.018    7.920    0.000
##     Social_deprvtn                    -0.028    0.019   -1.474    0.140
##     Physical_ctvty                    -0.333    0.043   -7.803    0.000
##     MatINT                            -0.023    0.017   -1.382    0.167
##     SocINT                            -0.064    0.018   -3.537    0.000
##   Source.BL ~~                                                         
##     White                              0.001    0.001    1.024    0.306
##     Smoking                            0.037    0.006    5.689    0.000
##     Alcohol                           -0.055    0.010   -5.501    0.000
##     Depression                         0.052    0.020    2.549    0.011
##     Age_BL                            -0.007    0.002   -2.682    0.007
##     Language_BL                       -0.003    0.002   -1.524    0.127
##     Language_FU1                      -0.003    0.002   -1.627    0.104
##     Materil_dprvtn                     0.036    0.002   20.024    0.000
##     Social_deprvtn                     0.002    0.002    1.108    0.268
##     Physical_ctvty                     0.011    0.004    2.754    0.006
##     MatINT                             0.004    0.002    2.541    0.011
##     SocINT                             0.002    0.002    1.140    0.254
##   White ~~                                                             
##     Smoking                            0.010    0.003    3.215    0.001
##     Alcohol                            0.080    0.005   15.655    0.000
##     Depression                        -0.023    0.010   -2.292    0.022
##     Age_BL                             0.009    0.001    7.860    0.000
##     Language_BL                        0.001    0.001    1.584    0.113
##     Language_FU1                       0.002    0.001    1.941    0.052
##     Materil_dprvtn                    -0.006    0.001   -6.653    0.000
##     Social_deprvtn                     0.002    0.001    2.349    0.019
##     Physical_ctvty                     0.006    0.002    3.046    0.002
##     MatINT                            -0.000    0.001   -0.113    0.910
##     SocINT                            -0.002    0.001   -2.303    0.021
##   Smoking ~~                                                           
##     Alcohol                            0.088    0.030    2.898    0.004
##     Depression                         0.844    0.062   13.507    0.000
##     Age_BL                             0.062    0.007    8.356    0.000
##     Language_BL                        0.051    0.005    9.997    0.000
##     Language_FU1                       0.051    0.005    9.908    0.000
##     Materil_dprvtn                     0.091    0.005   16.722    0.000
##     Social_deprvtn                     0.081    0.006   14.130    0.000
##     Physical_ctvty                    -0.058    0.013   -4.521    0.000
##     MatINT                            -0.002    0.005   -0.398    0.690
##     SocINT                             0.003    0.005    0.521    0.602
##   Alcohol ~~                                                           
##     Depression                        -1.256    0.096  -13.059    0.000
##     Age_BL                             0.056    0.011    4.927    0.000
##     Language_BL                        0.046    0.008    5.828    0.000
##     Language_FU1                       0.049    0.008    6.189    0.000
##     Materil_dprvtn                    -0.126    0.008  -15.028    0.000
##     Social_deprvtn                    -0.058    0.009   -6.675    0.000
##     Physical_ctvty                     0.127    0.019    6.556    0.000
##     MatINT                             0.011    0.008    1.471    0.141
##     SocINT                             0.031    0.008    3.798    0.000
##   Depression ~~                                                        
##     Age_BL                            -0.073    0.023   -3.140    0.002
##     Language_BL                       -0.043    0.016   -2.681    0.007
##     Language_FU1                      -0.046    0.016   -2.847    0.004
##     Materil_dprvtn                     0.148    0.017    8.632    0.000
##     Social_deprvtn                     0.243    0.018   13.515    0.000
##     Physical_ctvty                    -0.507    0.040  -12.712    0.000
##     MatINT                            -0.068    0.016   -4.262    0.000
##     SocINT                            -0.098    0.017   -5.835    0.000
##   Age_BL ~~                                                            
##     Language_BL                       -0.004    0.002   -2.035    0.042
##     Language_FU1                      -0.004    0.002   -2.224    0.026
##     Materil_dprvtn                    -0.005    0.002   -2.293    0.022
##     Social_deprvtn                    -0.003    0.002   -1.407    0.159
##     Physical_ctvty                    -0.080    0.005  -16.849    0.000
##     MatINT                            -0.003    0.002   -1.483    0.138
##     SocINT                            -0.005    0.002   -2.543    0.011
##   Language_BL ~~                                                       
##     Language_FU1                       0.142    0.002   75.314    0.000
##     Materil_dprvtn                     0.023    0.001   15.852    0.000
##     Social_deprvtn                     0.021    0.001   14.464    0.000
##     Physical_ctvty                    -0.010    0.003   -3.076    0.002
##     MatINT                             0.003    0.001    2.330    0.020
##     SocINT                             0.002    0.001    1.560    0.119
##   Language_FU1 ~~                                                      
##     Materil_dprvtn                     0.022    0.001   15.473    0.000
##     Social_deprvtn                     0.021    0.001   14.366    0.000
##     Physical_ctvty                    -0.010    0.003   -3.228    0.001
##     MatINT                             0.003    0.001    2.133    0.033
##     SocINT                             0.002    0.001    1.391    0.164
##   Material_deprivation ~~                                              
##     Social_deprvtn                     0.013    0.002    8.236    0.000
##     Physical_ctvty                    -0.002    0.003   -0.588    0.557
##     MatINT                             0.007    0.001    5.102    0.000
##     SocINT                             0.002    0.001    1.111    0.266
##   Social_deprivation ~~                                                
##     Physical_ctvty                    -0.025    0.004   -6.935    0.000
##     MatINT                             0.001    0.001    0.788    0.431
##     SocINT                             0.001    0.001    0.815    0.415
##   Physical_activity ~~                                                 
##     MatINT                             0.027    0.003    8.895    0.000
##     SocINT                             0.031    0.003    9.474    0.000
##   MatINT ~~                                                            
##     SocINT                             0.009    0.001    6.994    0.000
##  ci.lower ci.upper   Std.lv  Std.all      FMI
##                                              
##    10.826   12.435   11.631    0.459    0.135
##                                              
##    24.944   27.825   26.385    0.541    0.143
##                                              
##     0.553    0.646    0.600    0.276    0.211
##                                              
##     0.043    0.241    0.114    0.114    0.234
##                                              
##     0.654    0.908    0.179    0.179    0.209
##     1.366    1.621    0.328    0.328    0.052
##                                              
##     0.243    0.427    0.280    0.280    0.237
##                                              
##    -0.554   -0.423   -0.489   -0.140    0.048
##    -0.352   -0.283   -0.318   -0.178    0.081
##     1.781    2.082    1.931    0.249    0.058
##    -0.010    0.018    0.004    0.005    0.036
##    -0.003    0.011    0.004    0.010    0.051
##     0.268    0.355    0.311    0.136    0.051
##    -0.507   -0.373   -0.440   -0.125    0.069
##     1.448    1.727    1.587    0.219    0.061
##     0.186    0.219    0.203    0.235    0.041
##    -0.024   -0.001   -0.013   -0.021    0.045
##    -0.024   -0.001   -0.013   -0.021    0.052
##     0.043    0.066    0.054    0.088    0.083
##     0.029    0.054    0.041    0.064    0.080
##    -0.234   -0.179   -0.207   -0.148    0.130
##    -0.046   -0.024   -0.035   -0.064    0.184
##    -0.046   -0.022   -0.034   -0.059    0.180
##                                              
##     0.808    0.905    0.856    0.344    0.025
##    -1.441   -1.044   -1.243   -0.115    0.006
##    -0.157   -0.118   -0.138   -0.130    0.001
##    -0.033   -0.014   -0.024   -0.046    0.004
##    -0.919   -0.798   -0.858   -0.269    0.006
##     0.503    0.684    0.593    0.121    0.020
##    -1.597   -1.224   -1.411   -0.140    0.005
##    -0.069   -0.026   -0.047   -0.040    0.001
##    -0.047   -0.017   -0.032   -0.038    0.002
##    -0.046   -0.015   -0.031   -0.037    0.008
##    -0.254   -0.221   -0.237   -0.274    0.031
##    -0.105   -0.071   -0.088   -0.098    0.035
##    -0.089   -0.014   -0.051   -0.026    0.105
##    -0.014    0.016    0.001    0.001    0.146
##    -0.011    0.021    0.005    0.007    0.145
##                                              
##    -0.216   -0.011   -0.113   -0.020    0.028
##    -0.060   -0.039   -0.049   -0.091    0.024
##     0.015    0.025    0.020    0.074    0.033
##    -0.389   -0.327   -0.358   -0.219    0.034
##     0.519    0.615    0.567    0.226    0.042
##    -1.337   -1.140   -1.239   -0.240    0.033
##    -0.114   -0.091   -0.103   -0.167    0.024
##    -0.064   -0.048   -0.056   -0.130    0.026
##    -0.062   -0.046   -0.054   -0.126    0.031
##    -0.145   -0.127   -0.136   -0.307    0.056
##    -0.148   -0.130   -0.139   -0.300    0.057
##     0.137    0.177    0.157    0.157    0.114
##    -0.002    0.014    0.006    0.015    0.163
##     0.015    0.031    0.023    0.055    0.161
##                                              
##    -0.145   -0.059   -0.102   -0.043    0.002
##     0.048    0.090    0.069    0.060    0.004
##    -0.191    0.070   -0.060   -0.008    0.009
##    -1.541   -1.136   -1.338   -0.123    0.022
##     1.076    1.900    1.488    0.066    0.009
##     0.051    0.148    0.100    0.037    0.003
##    -0.112   -0.044   -0.078   -0.042    0.004
##    -0.112   -0.044   -0.078   -0.042    0.009
##     0.109    0.181    0.145    0.075    0.037
##    -0.066    0.009   -0.028   -0.014    0.039
##    -0.416   -0.249   -0.333   -0.077    0.099
##    -0.057    0.010   -0.023   -0.014    0.140
##    -0.099   -0.028   -0.064   -0.036    0.141
##                                              
##    -0.001    0.003    0.001    0.010   -0.000
##     0.024    0.050    0.037    0.053    0.004
##    -0.075   -0.035   -0.055   -0.052    0.017
##     0.012    0.092    0.052    0.024    0.003
##    -0.011   -0.002   -0.007   -0.025   -0.000
##    -0.006    0.001   -0.003   -0.014   -0.000
##    -0.006    0.001   -0.003   -0.015    0.006
##     0.033    0.040    0.036    0.193    0.035
##    -0.002    0.006    0.002    0.011    0.039
##     0.003    0.020    0.011    0.027    0.103
##     0.001    0.008    0.004    0.026    0.148
##    -0.001    0.005    0.002    0.011    0.148
##                                              
##     0.004    0.016    0.010    0.030    0.006
##     0.070    0.090    0.080    0.154    0.082
##    -0.043   -0.003   -0.023   -0.021    0.009
##     0.007    0.012    0.009    0.073   -0.000
##    -0.000    0.003    0.001    0.015   -0.000
##    -0.000    0.003    0.002    0.018    0.008
##    -0.008   -0.004   -0.006   -0.063    0.032
##     0.000    0.004    0.002    0.022    0.034
##     0.002    0.010    0.006    0.030    0.127
##    -0.002    0.002   -0.000   -0.001    0.169
##    -0.004   -0.000   -0.002   -0.023    0.169
##                                              
##     0.028    0.147    0.088    0.027    0.023
##     0.721    0.966    0.844    0.127    0.007
##     0.047    0.076    0.062    0.078    0.004
##     0.041    0.061    0.051    0.093    0.003
##     0.041    0.061    0.051    0.093    0.010
##     0.081    0.102    0.091    0.161    0.038
##     0.069    0.092    0.081    0.135    0.042
##    -0.082   -0.033   -0.058   -0.045    0.120
##    -0.012    0.008   -0.002   -0.004    0.164
##    -0.008    0.013    0.003    0.005    0.164
##                                              
##    -1.445   -1.068   -1.256   -0.124    0.020
##     0.034    0.078    0.056    0.046    0.019
##     0.031    0.061    0.046    0.055    0.013
##     0.034    0.065    0.049    0.058    0.018
##    -0.143   -0.110   -0.126   -0.145    0.051
##    -0.075   -0.041   -0.058   -0.064    0.050
##     0.089    0.165    0.127    0.065    0.106
##    -0.004    0.026    0.011    0.015    0.147
##     0.015    0.047    0.031    0.038    0.142
##                                              
##    -0.119   -0.027   -0.073   -0.029    0.003
##    -0.075   -0.012   -0.043   -0.025    0.002
##    -0.078   -0.014   -0.046   -0.027    0.008
##     0.114    0.181    0.148    0.082    0.040
##     0.208    0.279    0.243    0.129    0.041
##    -0.585   -0.429   -0.507   -0.125    0.093
##    -0.099   -0.037   -0.068   -0.043    0.145
##    -0.131   -0.065   -0.098   -0.059    0.139
##                                              
##    -0.008   -0.000   -0.004   -0.019   -0.000
##    -0.008   -0.001   -0.004   -0.021    0.004
##    -0.009   -0.001   -0.005   -0.022    0.032
##    -0.007    0.001   -0.003   -0.013    0.035
##    -0.089   -0.071   -0.080   -0.166    0.080
##    -0.006    0.001   -0.003   -0.015    0.122
##    -0.009   -0.001   -0.005   -0.025    0.122
##                                              
##     0.138    0.145    0.142    0.983    0.002
##     0.020    0.025    0.023    0.151    0.031
##     0.019    0.024    0.021    0.138    0.033
##    -0.016   -0.004   -0.010   -0.030    0.066
##     0.000    0.006    0.003    0.023    0.106
##    -0.001    0.005    0.002    0.015    0.105
##                                              
##     0.019    0.025    0.022    0.148    0.037
##     0.019    0.024    0.021    0.137    0.038
##    -0.017   -0.004   -0.010   -0.031    0.070
##     0.000    0.005    0.003    0.021    0.111
##    -0.001    0.005    0.002    0.014    0.109
##                                              
##     0.010    0.016    0.013    0.078    0.039
##    -0.009    0.005   -0.002   -0.006    0.131
##     0.004    0.010    0.007    0.051    0.142
##    -0.001    0.004    0.002    0.011    0.142
##                                              
##    -0.032   -0.018   -0.025   -0.069    0.119
##    -0.002    0.004    0.001    0.008    0.128
##    -0.002    0.004    0.001    0.008    0.127
##                                              
##     0.021    0.033    0.027    0.089    0.125
##     0.024    0.037    0.031    0.095    0.124
##                                              
##     0.006    0.011    0.009    0.070    0.122
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .EF_BL     (e1)   23.264    0.383   60.688    0.000   22.512   24.015
##    .MEM_BL    (f1)    4.539    0.095   47.671    0.000    4.353    4.726
##    .EF_DELTA  (l1)    5.633    0.505   11.146    0.000    4.642    6.623
##    .MEM_DELTA (n1)    3.408    0.110   31.040    0.000    3.192    3.623
##     Mltmrbdty         1.653    0.015  109.995    0.000    1.624    1.683
##     Education        -0.498    0.021  -24.277    0.000   -0.538   -0.458
##     Income           -0.459    0.011  -43.247    0.000   -0.480   -0.439
##     BMI              28.329    0.046  619.954    0.000   28.240   28.419
##     Source.BL         1.361    0.004  304.769    0.000    1.352    1.370
##     White             0.442    0.002  202.808    0.000    0.437    0.446
##     Smoking           0.493    0.014   36.457    0.000    0.466    0.519
##     Alcohol          -1.048    0.021  -50.334    0.000   -1.089   -1.007
##     Depressin         1.119    0.043   26.240    0.000    1.035    1.203
##     Age_BL           -0.000    0.005   -0.000    1.000   -0.010    0.010
##     Langug_BL         1.174    0.004  333.162    0.000    1.167    1.181
##     Langg_FU1         1.175    0.004  331.655    0.000    1.168    1.182
##     Mtrl_dprv         0.026    0.004    6.938    0.000    0.018    0.033
##     Scl_dprvt         0.030    0.004    7.638    0.000    0.022    0.037
##     Physcl_ct         0.079    0.009    9.209    0.000    0.062    0.096
##     MatINT           -0.001    0.003   -0.255    0.799   -0.008    0.006
##     SocINT           -0.022    0.004   -6.046    0.000   -0.029   -0.015
##    Std.lv  Std.all      FMI
##     5.552    5.552    0.034
##     3.402    3.402    0.039
##     4.237    4.237    0.232
##     2.360    2.360    0.204
##     1.653    1.045    0.043
##    -0.498   -0.226    0.001
##    -0.459   -0.407    0.025
##    28.329    5.774    0.003
##     1.361    2.834   -0.000
##     0.442    1.886   -0.000
##     0.493    0.340    0.004
##    -1.048   -0.472    0.017
##     1.119    0.244    0.003
##    -0.000   -0.000   -0.000
##     1.174    3.098   -0.000
##     1.175    3.091    0.005
##     0.026    0.066    0.032
##     0.030    0.072    0.035
##     0.079    0.089    0.084
##    -0.001   -0.003    0.125
##    -0.022   -0.060    0.125
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .EF_BL     (g1)   12.691    0.394   32.173    0.000   11.918   13.464
##    .MEM_BL    (h1)    1.633    0.023   69.782    0.000    1.587    1.678
##     Vr_F_C.BL (i1)   25.357    0.403   62.972    0.000   24.567   26.146
##     V_F_C.FU1 (i1)   25.357    0.403   62.972    0.000   24.567   26.146
##    .MAT_Sc.BL (j1)   48.792    0.713   68.425    0.000   47.394   50.189
##    .MAT_S.FU1 (j1)   48.792    0.713   68.425    0.000   47.394   50.189
##     COG_REYII (k1)    2.174    0.022   97.398    0.000    2.130    2.218
##     COG_REYII (k1)    2.174    0.022   97.398    0.000    2.130    2.218
##    .EF_DELTA  (m1)    0.955    0.256    3.727    0.000    0.453    1.457
##    .MEM_DELTA (o1)    1.499    0.023   64.631    0.000    1.453    1.544
##     Mltmrbdty         2.501    0.034   73.887    0.000    2.435    2.568
##     Education         4.856    0.064   75.990    0.000    4.731    4.981
##     Income            1.273    0.017   74.695    0.000    1.239    1.306
##     BMI              24.073    0.317   75.881    0.000   23.451   24.694
##     Source.BL         0.231    0.003   76.049    0.000    0.225    0.237
##     White             0.055    0.001   76.049    0.000    0.053    0.056
##     Smoking           2.102    0.028   75.861    0.000    2.048    2.157
##     Alcohol           4.929    0.066   75.145    0.000    4.800    5.057
##     Depressin        20.971    0.276   75.900    0.000   20.429   21.512
##     Age_BL            0.297    0.004   76.049    0.000    0.289    0.305
##     Langug_BL         0.144    0.002   76.049    0.000    0.140    0.147
##     Langg_FU1         0.145    0.002   75.765    0.000    0.141    0.148
##     Mtrl_dprv         0.154    0.002   74.528    0.000    0.150    0.158
##     Scl_dprvt         0.168    0.002   74.528    0.000    0.164    0.173
##     Physcl_ct         0.783    0.011   72.620    0.000    0.762    0.804
##     MatINT            0.119    0.002   71.245    0.000    0.116    0.122
##     SocINT            0.134    0.002   71.246    0.000    0.130    0.138
##    Std.lv  Std.all      FMI
##     0.723    0.723    0.050
##     0.917    0.917    0.048
##    25.357    0.591    0.089
##    25.357    0.667    0.089
##    48.792    0.645    0.079
##    48.792    0.716    0.079
##     2.174    0.550    0.116
##     2.174    0.512    0.116
##     0.540    0.540    0.251
##     0.719    0.719    0.186
##     2.501    1.000    0.056
##     4.856    1.000    0.001
##     1.273    1.000    0.035
##    24.073    1.000    0.004
##     0.231    1.000   -0.000
##     0.055    1.000   -0.000
##     2.102    1.000    0.005
##     4.929    1.000    0.024
##    20.971    1.000    0.004
##     0.297    1.000   -0.000
##     0.144    1.000   -0.000
##     0.145    1.000    0.007
##     0.154    1.000    0.040
##     0.168    1.000    0.040
##     0.783    1.000    0.088
##     0.119    1.000    0.122
##     0.134    1.000    0.122
## 
## 
## Group 2 []:
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_BL =~                                                              
##     MAT_Sc.BL (b2)    1.243    0.004  283.303    0.000    1.234    1.251
##   EF_FU1 =~                                                             
##     MAT_S.FU1 (b2)    1.243    0.004  283.303    0.000    1.234    1.251
##   MEM_BL =~                                                             
##     COG_REYI_ (d2)    1.399    0.005  309.600    0.000    1.391    1.408
##   MEM_FU1 =~                                                            
##     COG_REYI_ (d2)    1.399    0.005  309.600    0.000    1.391    1.408
##    Std.lv  Std.all      FMI
##                            
##     4.967    0.594    0.104
##                            
##     4.498    0.556    0.104
##                            
##     2.078    1.000    0.133
##                            
##     2.239    1.000    0.133
## 
## Regressions:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_DELTA ~                                                            
##     EF_BL            -0.206    0.023   -8.874    0.000   -0.251   -0.160
##   MEM_DELTA ~                                                           
##     MEM_BL           -0.576    0.012  -46.439    0.000   -0.600   -0.551
##   EF_DELTA ~                                                            
##     Mltmrbd           0.024    0.024    0.992    0.321   -0.023    0.071
##     Educatn           0.014    0.022    0.657    0.511   -0.029    0.058
##     Income            0.056    0.058    0.975    0.329   -0.057    0.169
##     BMI               0.026    0.008    3.162    0.002    0.010    0.042
##     Sorc.BL          -0.622    0.091   -6.825    0.000   -0.801   -0.444
##     White             0.323    0.291    1.110    0.267   -0.247    0.894
##     Smoking          -0.039    0.036   -1.074    0.283   -0.110    0.032
##     Alcohol           0.057    0.019    2.918    0.004    0.019    0.095
##     Deprssn          -0.014    0.010   -1.404    0.160   -0.033    0.005
##   EF_BL ~                                                               
##     Mltmrbd          -0.055    0.028   -1.984    0.047   -0.110   -0.001
##     Educatn           0.502    0.022   22.863    0.000    0.459    0.546
##     Income            0.307    0.069    4.461    0.000    0.172    0.442
##     BMI               0.018    0.010    1.886    0.059   -0.001    0.037
##     Sorc.BL           0.057    0.107    0.528    0.597   -0.154    0.267
##     White             2.713    0.321    8.442    0.000    2.083    3.343
##     Smoking          -0.046    0.041   -1.119    0.263   -0.127    0.035
##     Alcohol           0.088    0.023    3.893    0.000    0.044    0.133
##     Deprssn          -0.087    0.011   -7.757    0.000   -0.109   -0.065
##     Age_BL           -1.942    0.094  -20.675    0.000   -2.126   -1.758
##     Lngg_BL          -1.267    0.137   -9.241    0.000   -1.536   -0.998
##   EF_DELTA ~                                                            
##     Age_BL           -0.775    0.091   -8.472    0.000   -0.954   -0.596
##     Lng_FU1          -0.237    0.118   -2.001    0.045   -0.468   -0.005
##   EF_BL ~                                                               
##     Mtrl_dp (c111)   -0.504    0.139   -3.636    0.000   -0.775   -0.232
##     Scl_dpr (c121)    0.058    0.133    0.434    0.664   -0.203    0.318
##     Physcl_ (b11b)    0.493    0.092    5.334    0.000    0.312    0.674
##     MatINT  (int1)    0.110    0.214    0.513    0.608   -0.310    0.530
##     SocINT  (int2)   -0.014    0.221   -0.064    0.949   -0.447    0.418
##   EF_DELTA ~                                                            
##     Mtrl_dp (c211)    0.008    0.118    0.063    0.949   -0.224    0.239
##     Scl_dpr (c221)   -0.036    0.112   -0.318    0.750   -0.256    0.185
##     Physcl_ (b21b)    0.199    0.075    2.642    0.008    0.051    0.347
##     MatINT  (int3)   -0.316    0.175   -1.803    0.071   -0.659    0.027
##     SocINT  (int4)   -0.038    0.180   -0.212    0.832   -0.390    0.314
##   MEM_DELTA ~                                                           
##     Mltmrbd          -0.009    0.009   -0.991    0.322   -0.028    0.009
##     Educatn           0.037    0.008    4.954    0.000    0.023    0.052
##     Income            0.083    0.023    3.633    0.000    0.038    0.128
##     BMI               0.000    0.003    0.127    0.899   -0.006    0.007
##     Sorc.BL          -0.169    0.036   -4.670    0.000   -0.240   -0.098
##     White             0.316    0.111    2.849    0.004    0.099    0.534
##     Smoking          -0.022    0.014   -1.525    0.127   -0.050    0.006
##     Alcohol           0.006    0.008    0.772    0.440   -0.009    0.021
##     Deprssn          -0.008    0.004   -2.068    0.039   -0.015   -0.000
##   MEM_BL ~                                                              
##     Mltmrbd          -0.008    0.008   -0.910    0.363   -0.024    0.009
##     Educatn           0.090    0.007   13.546    0.000    0.077    0.103
##     Income            0.074    0.021    3.544    0.000    0.033    0.115
##     BMI               0.007    0.003    2.436    0.015    0.001    0.013
##     Sorc.BL           0.386    0.032   11.877    0.000    0.322    0.449
##     White             0.289    0.097    2.976    0.003    0.099    0.479
##     Smoking          -0.030    0.012   -2.391    0.017   -0.054   -0.005
##     Alcohol           0.022    0.007    3.129    0.002    0.008    0.035
##     Deprssn          -0.016    0.003   -4.708    0.000   -0.022   -0.009
##     Age_BL           -0.505    0.028  -17.795    0.000   -0.561   -0.449
##     Lngg_BL          -0.125    0.041   -3.036    0.002   -0.205   -0.044
##   MEM_DELTA ~                                                           
##     Age_BL           -0.539    0.032  -16.753    0.000   -0.602   -0.476
##     Lng_FU1           0.018    0.045    0.403    0.687   -0.070    0.107
##   MEM_BL ~                                                              
##     Mtrl_dp (c112)    0.009    0.042    0.227    0.820   -0.072    0.091
##     Scl_dpr (c122)   -0.043    0.040   -1.076    0.282   -0.122    0.035
##     Physcl_ (b12b)    0.167    0.028    5.982    0.000    0.112    0.222
##     MatINT  (int5)   -0.066    0.065   -1.014    0.311   -0.192    0.061
##     SocINT  (int6)    0.023    0.066    0.353    0.724   -0.107    0.153
##   MEM_DELTA ~                                                           
##     Mtrl_dp (c212)   -0.011    0.046   -0.233    0.816   -0.102    0.080
##     Scl_dpr (c222)   -0.050    0.044   -1.133    0.257   -0.138    0.037
##     Physcl_ (b22b)    0.145    0.029    4.926    0.000    0.087    0.203
##     MatINT  (int7)    0.087    0.069    1.266    0.205   -0.048    0.222
##     SocINT  (int8)   -0.000    0.071   -0.003    0.997   -0.139    0.139
##    Std.lv  Std.all      FMI
##                            
##    -0.709   -0.709    0.317
##                            
##    -0.538   -0.538    0.317
##                            
##     0.021    0.043    0.393
##     0.012    0.032    0.308
##     0.048    0.044    0.346
##     0.022    0.126    0.314
##    -0.537   -0.259    0.295
##     0.279    0.044    0.346
##    -0.034   -0.042    0.343
##     0.049    0.120    0.331
##    -0.012   -0.055    0.303
##                            
##    -0.014   -0.029    0.152
##     0.126    0.321    0.054
##     0.077    0.070    0.158
##     0.005    0.025    0.051
##     0.014    0.007    0.047
##     0.679    0.107    0.044
##    -0.012   -0.015    0.056
##     0.022    0.054    0.092
##    -0.022   -0.102    0.055
##    -0.486   -0.284    0.050
##    -0.317   -0.120    0.040
##                            
##    -0.668   -0.391    0.301
##    -0.204   -0.077    0.273
##                            
##    -0.126   -0.052    0.104
##     0.014    0.006    0.105
##     0.123    0.077    0.152
##     0.027    0.007    0.201
##    -0.004   -0.001    0.200
##                            
##     0.006    0.003    0.338
##    -0.031   -0.013    0.330
##     0.172    0.107    0.304
##    -0.272   -0.070    0.361
##    -0.033   -0.008    0.356
##                            
##    -0.006   -0.012    0.383
##     0.023    0.060    0.302
##     0.052    0.048    0.351
##     0.000    0.001    0.299
##    -0.106   -0.051    0.279
##     0.199    0.031    0.323
##    -0.014   -0.017    0.329
##     0.004    0.009    0.320
##    -0.005   -0.023    0.288
##                            
##    -0.005   -0.011    0.154
##     0.060    0.154    0.058
##     0.050    0.045    0.177
##     0.005    0.027    0.071
##     0.260    0.125    0.062
##     0.195    0.031    0.058
##    -0.020   -0.025    0.062
##     0.015    0.036    0.113
##    -0.011   -0.050    0.061
##    -0.340   -0.199    0.061
##    -0.084   -0.032    0.035
##                            
##    -0.339   -0.199    0.289
##     0.011    0.004    0.251
##                            
##     0.006    0.003    0.113
##    -0.029   -0.012    0.112
##     0.112    0.070    0.164
##    -0.044   -0.011    0.211
##     0.016    0.004    0.203
##                            
##    -0.007   -0.003    0.322
##    -0.032   -0.013    0.323
##     0.091    0.057    0.291
##     0.055    0.014    0.345
##    -0.000   -0.000    0.347
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##   Verbal_Fluency_Conservative.BL ~~                                    
##     Vrbl_Fln_C.FU1                     7.370    0.368   20.027    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     20.427    0.766   26.658    0.000
##   COG_REYII_SCORE.BL ~~                                                
##     COG_REYII_SCOR                     0.692    0.034   20.435    0.000
##  .MEM_BL ~~                                                            
##    .EF_DELTA                           0.033    0.063    0.529    0.597
##  .EF_BL ~~                                                             
##    .MEM_DELTA                          0.690    0.077    8.901    0.000
##    .MEM_BL                             1.408    0.072   19.434    0.000
##  .EF_DELTA ~~                                                          
##    .MEM_DELTA                          0.425    0.060    7.100    0.000
##   Multimorbidity ~~                                                    
##     Education                         -0.465    0.059   -7.874    0.000
##     Income                            -0.278    0.022  -12.458    0.000
##     BMI                                2.312    0.133   17.409    0.000
##     Source.BL                         -0.013    0.011   -1.185    0.236
##     White                             -0.008    0.004   -2.239    0.025
##     Smoking                            0.190    0.029    6.546    0.000
##     Alcohol                           -0.836    0.058  -14.324    0.000
##     Depression                         2.161    0.112   19.352    0.000
##     Age_BL                             0.199    0.014   14.620    0.000
##     Language_BL                       -0.004    0.009   -0.424    0.671
##     Language_FU1                      -0.000    0.009   -0.051    0.960
##     Materil_dprvtn                     0.049    0.010    5.018    0.000
##     Social_deprvtn                     0.064    0.010    6.579    0.000
##     Physical_ctvty                    -0.285    0.015  -18.532    0.000
##     MatINT                            -0.005    0.007   -0.703    0.482
##     SocINT                            -0.006    0.006   -0.928    0.353
##   Education ~~                                                         
##     Income                             0.848    0.027   30.997    0.000
##     BMI                               -1.208    0.152   -7.941    0.000
##     Source.BL                         -0.087    0.013   -6.633    0.000
##     White                             -0.015    0.004   -3.489    0.000
##     Smoking                           -0.327    0.034   -9.544    0.000
##     Alcohol                            1.215    0.069   17.556    0.000
##     Depression                        -1.235    0.128   -9.658    0.000
##     Age_BL                            -0.218    0.016  -13.634    0.000
##     Language_BL                       -0.113    0.010  -10.973    0.000
##     Language_FU1                      -0.110    0.010  -10.550    0.000
##     Materil_dprvtn                    -0.293    0.012  -24.519    0.000
##     Social_deprvtn                    -0.070    0.011   -6.162    0.000
##     Physical_ctvty                     0.160    0.018    9.005    0.000
##     MatINT                            -0.021    0.008   -2.733    0.006
##     SocINT                             0.004    0.007    0.490    0.624
##   Income ~~                                                            
##     BMI                               -0.519    0.057   -9.085    0.000
##     Source.BL                         -0.047    0.005   -9.581    0.000
##     White                              0.005    0.002    3.147    0.002
##     Smoking                           -0.104    0.013   -8.117    0.000
##     Alcohol                            0.615    0.026   23.526    0.000
##     Depression                        -0.646    0.048  -13.344    0.000
##     Age_BL                            -0.076    0.006  -12.706    0.000
##     Language_BL                       -0.052    0.004  -13.406    0.000
##     Language_FU1                      -0.051    0.004  -13.009    0.000
##     Materil_dprvtn                    -0.114    0.004  -25.519    0.000
##     Social_deprvtn                    -0.092    0.004  -21.024    0.000
##     Physical_ctvty                     0.072    0.007   10.828    0.000
##     MatINT                            -0.004    0.003   -1.236    0.217
##     SocINT                            -0.007    0.003   -2.463    0.014
##   BMI ~~                                                               
##     Source.BL                         -0.211    0.029   -7.351    0.000
##     White                              0.000    0.009    0.036    0.971
##     Smoking                           -0.028    0.075   -0.376    0.707
##     Alcohol                           -2.204    0.151  -14.634    0.000
##     Depression                         1.990    0.281    7.085    0.000
##     Age_BL                            -0.402    0.035  -11.485    0.000
##     Language_BL                       -0.027    0.023   -1.195    0.232
##     Language_FU1                      -0.025    0.023   -1.094    0.274
##     Materil_dprvtn                     0.215    0.025    8.490    0.000
##     Social_deprvtn                     0.060    0.025    2.422    0.015
##     Physical_ctvty                    -0.510    0.039  -13.021    0.000
##     MatINT                             0.003    0.017    0.170    0.865
##     SocINT                            -0.013    0.016   -0.805    0.421
##   Source.BL ~~                                                         
##     White                              0.002    0.001    2.467    0.014
##     Smoking                            0.012    0.006    1.938    0.053
##     Alcohol                           -0.088    0.013   -6.849    0.000
##     Depression                         0.007    0.024    0.286    0.775
##     Age_BL                             0.018    0.003    5.953    0.000
##     Language_BL                       -0.007    0.002   -3.443    0.001
##     Language_FU1                      -0.007    0.002   -3.519    0.000
##     Materil_dprvtn                     0.036    0.002   16.425    0.000
##     Social_deprvtn                    -0.003    0.002   -1.535    0.125
##     Physical_ctvty                    -0.014    0.003   -4.305    0.000
##     MatINT                             0.001    0.001    0.368    0.713
##     SocINT                             0.000    0.001    0.133    0.894
##   White ~~                                                             
##     Smoking                            0.015    0.002    7.015    0.000
##     Alcohol                            0.035    0.004    8.034    0.000
##     Depression                        -0.027    0.008   -3.373    0.001
##     Age_BL                             0.002    0.001    2.253    0.024
##     Language_BL                        0.001    0.001    1.905    0.057
##     Language_FU1                       0.001    0.001    2.322    0.020
##     Materil_dprvtn                    -0.002    0.001   -2.153    0.031
##     Social_deprvtn                    -0.000    0.001   -0.245    0.806
##     Physical_ctvty                     0.001    0.001    1.225    0.220
##     MatINT                            -0.001    0.000   -1.281    0.200
##     SocINT                            -0.000    0.000   -0.499    0.618
##   Smoking ~~                                                           
##     Alcohol                            0.250    0.034    7.445    0.000
##     Depression                         0.380    0.063    6.039    0.000
##     Age_BL                            -0.052    0.008   -6.619    0.000
##     Language_BL                        0.010    0.005    2.013    0.044
##     Language_FU1                       0.007    0.005    1.435    0.151
##     Materil_dprvtn                     0.031    0.006    5.392    0.000
##     Social_deprvtn                     0.042    0.006    7.535    0.000
##     Physical_ctvty                    -0.024    0.009   -2.734    0.006
##     MatINT                             0.001    0.004    0.164    0.870
##     SocINT                             0.001    0.004    0.153    0.878
##   Alcohol ~~                                                           
##     Depression                        -0.915    0.125   -7.312    0.000
##     Age_BL                            -0.077    0.016   -4.945    0.000
##     Language_BL                        0.024    0.010    2.363    0.018
##     Language_FU1                       0.025    0.010    2.486    0.013
##     Materil_dprvtn                    -0.193    0.012  -16.793    0.000
##     Social_deprvtn                    -0.072    0.011   -6.424    0.000
##     Physical_ctvty                     0.148    0.017    8.590    0.000
##     MatINT                            -0.007    0.007   -0.904    0.366
##     SocINT                            -0.002    0.007   -0.292    0.770
##   Depression ~~                                                        
##     Age_BL                             0.117    0.029    4.030    0.000
##     Language_BL                        0.040    0.019    2.122    0.034
##     Language_FU1                       0.041    0.019    2.143    0.032
##     Materil_dprvtn                     0.106    0.021    4.971    0.000
##     Social_deprvtn                     0.116    0.021    5.528    0.000
##     Physical_ctvty                    -0.411    0.033  -12.510    0.000
##     MatINT                            -0.010    0.014   -0.711    0.477
##     SocINT                             0.021    0.014    1.530    0.126
##   Age_BL ~~                                                            
##     Language_BL                       -0.005    0.002   -2.301    0.021
##     Language_FU1                      -0.006    0.002   -2.399    0.016
##     Materil_dprvtn                    -0.005    0.003   -1.792    0.073
##     Social_deprvtn                     0.019    0.003    7.282    0.000
##     Physical_ctvty                    -0.099    0.004  -23.733    0.000
##     MatINT                             0.001    0.002    0.318    0.751
##     SocINT                             0.000    0.002    0.201    0.840
##   Language_BL ~~                                                       
##     Language_FU1                       0.141    0.002   66.067    0.000
##     Materil_dprvtn                     0.031    0.002   17.471    0.000
##     Social_deprvtn                     0.022    0.002   13.010    0.000
##     Physical_ctvty                    -0.008    0.003   -2.899    0.004
##     MatINT                             0.001    0.001    1.021    0.307
##     SocINT                             0.002    0.001    1.914    0.056
##   Language_FU1 ~~                                                      
##     Materil_dprvtn                     0.030    0.002   17.179    0.000
##     Social_deprvtn                     0.023    0.002   13.316    0.000
##     Physical_ctvty                    -0.007    0.003   -2.597    0.009
##     MatINT                             0.001    0.001    0.699    0.484
##     SocINT                             0.002    0.001    1.860    0.063
##   Material_deprivation ~~                                              
##     Social_deprvtn                     0.006    0.002    3.339    0.001
##     Physical_ctvty                    -0.015    0.003   -5.017    0.000
##     MatINT                             0.009    0.001    7.375    0.000
##     SocINT                            -0.001    0.001   -0.444    0.657
##   Social_deprivation ~~                                                
##     Physical_ctvty                    -0.025    0.003   -8.555    0.000
##     MatINT                            -0.001    0.001   -0.561    0.575
##     SocINT                             0.008    0.001    7.184    0.000
##   Physical_activity ~~                                                 
##     MatINT                             0.004    0.002    2.056    0.040
##     SocINT                            -0.004    0.002   -2.294    0.022
##   MatINT ~~                                                            
##     SocINT                             0.001    0.001    1.680    0.093
##  ci.lower ci.upper   Std.lv  Std.all      FMI
##                                              
##     6.649    8.091    7.370    0.405    0.202
##                                              
##    18.925   21.928   20.427    0.451    0.236
##                                              
##     0.625    0.758    0.692    0.265    0.298
##                                              
##    -0.090    0.156    0.029    0.029    0.314
##                                              
##     0.538    0.841    0.160    0.160    0.304
##     1.266    1.550    0.317    0.317    0.071
##                                              
##     0.308    0.543    0.384    0.384    0.327
##                                              
##    -0.581   -0.349   -0.465   -0.088    0.100
##    -0.322   -0.235   -0.278   -0.148    0.186
##     2.051    2.572    2.312    0.200    0.118
##    -0.035    0.009   -0.013   -0.013    0.080
##    -0.015   -0.001   -0.008   -0.025    0.088
##     0.133    0.247    0.190    0.073    0.100
##    -0.950   -0.721   -0.836   -0.165    0.134
##     1.942    2.380    2.161    0.223    0.116
##     0.173    0.226    0.199    0.165    0.096
##    -0.021    0.014   -0.004   -0.005    0.111
##    -0.018    0.017   -0.000   -0.001    0.121
##     0.030    0.069    0.049    0.057    0.146
##     0.045    0.083    0.064    0.075    0.142
##    -0.315   -0.254   -0.285   -0.221    0.177
##    -0.017    0.008   -0.005   -0.009    0.261
##    -0.018    0.006   -0.006   -0.011    0.243
##                                              
##     0.794    0.902    0.848    0.364    0.082
##    -1.506   -0.910   -1.208   -0.085    0.008
##    -0.112   -0.061   -0.087   -0.070    0.003
##    -0.023   -0.007   -0.015   -0.037    0.007
##    -0.394   -0.260   -0.327   -0.102    0.009
##     1.080    1.351    1.215    0.194    0.053
##    -1.486   -0.985   -1.235   -0.103    0.010
##    -0.249   -0.187   -0.218   -0.146    0.003
##    -0.134   -0.093   -0.113   -0.117    0.005
##    -0.130   -0.089   -0.110   -0.113    0.014
##    -0.316   -0.269   -0.293   -0.276    0.051
##    -0.093   -0.048   -0.070   -0.067    0.058
##     0.125    0.195    0.160    0.101    0.101
##    -0.036   -0.006   -0.021   -0.032    0.170
##    -0.011    0.018    0.004    0.006    0.167
##                                              
##    -0.631   -0.407   -0.519   -0.102    0.100
##    -0.057   -0.037   -0.047   -0.107    0.092
##     0.002    0.008    0.005    0.035    0.109
##    -0.129   -0.079   -0.104   -0.091    0.096
##     0.564    0.666    0.615    0.275    0.121
##    -0.740   -0.551   -0.646   -0.151    0.106
##    -0.088   -0.064   -0.076   -0.142    0.093
##    -0.060   -0.044   -0.052   -0.150    0.087
##    -0.058   -0.043   -0.051   -0.146    0.095
##    -0.123   -0.106   -0.114   -0.302    0.129
##    -0.101   -0.083   -0.092   -0.247    0.139
##     0.059    0.085    0.072    0.127    0.169
##    -0.009    0.002   -0.004   -0.015    0.239
##    -0.012   -0.001   -0.007   -0.030    0.232
##                                              
##    -0.267   -0.155   -0.211   -0.078    0.006
##    -0.018    0.019    0.000    0.000    0.012
##    -0.174    0.118   -0.028   -0.004    0.010
##    -2.499   -1.909   -2.204   -0.161    0.051
##     1.440    2.541    1.990    0.076    0.021
##    -0.470   -0.333   -0.402   -0.123    0.008
##    -0.071    0.017   -0.027   -0.013    0.008
##    -0.069    0.020   -0.025   -0.012    0.016
##     0.166    0.265    0.215    0.093    0.057
##     0.012    0.109    0.060    0.026    0.062
##    -0.587   -0.434   -0.510   -0.147    0.101
##    -0.030    0.036    0.003    0.002    0.172
##    -0.045    0.019   -0.013   -0.009    0.171
##                                              
##     0.000    0.004    0.002    0.026   -0.000
##    -0.000    0.025    0.012    0.021    0.007
##    -0.113   -0.063   -0.088   -0.075    0.051
##    -0.040    0.054    0.007    0.003    0.006
##     0.012    0.024    0.018    0.063   -0.000
##    -0.010   -0.003   -0.007   -0.036   -0.000
##    -0.011   -0.003   -0.007   -0.037    0.010
##     0.032    0.041    0.036    0.181    0.052
##    -0.008    0.001   -0.003   -0.017    0.059
##    -0.021   -0.008   -0.014   -0.048    0.105
##    -0.002    0.003    0.001    0.004    0.176
##    -0.003    0.003    0.000    0.002    0.176
##                                              
##     0.011    0.019    0.015    0.074    0.000
##     0.027    0.044    0.035    0.092    0.135
##    -0.042   -0.011   -0.027   -0.036    0.012
##     0.000    0.004    0.002    0.024   -0.000
##    -0.000    0.002    0.001    0.020   -0.000
##     0.000    0.003    0.001    0.025    0.009
##    -0.003   -0.000   -0.002   -0.023    0.019
##    -0.002    0.001   -0.000   -0.003    0.021
##    -0.001    0.003    0.001    0.014    0.103
##    -0.001    0.000   -0.001   -0.015    0.132
##    -0.001    0.001   -0.000   -0.006    0.132
##                                              
##     0.184    0.315    0.250    0.081    0.053
##     0.257    0.503    0.380    0.065    0.017
##    -0.067   -0.036   -0.052   -0.070    0.007
##     0.000    0.020    0.010    0.021    0.008
##    -0.003    0.017    0.007    0.015    0.020
##     0.019    0.042    0.031    0.059    0.052
##     0.031    0.053    0.042    0.082    0.057
##    -0.041   -0.007   -0.024   -0.031    0.109
##    -0.007    0.008    0.001    0.002    0.172
##    -0.007    0.008    0.001    0.002    0.173
##                                              
##    -1.161   -0.670   -0.915   -0.080    0.054
##    -0.107   -0.046   -0.077   -0.054    0.050
##     0.004    0.043    0.024    0.025    0.034
##     0.005    0.045    0.025    0.027    0.042
##    -0.216   -0.171   -0.193   -0.190    0.095
##    -0.093   -0.050   -0.072   -0.072    0.094
##     0.115    0.182    0.148    0.097    0.122
##    -0.021    0.008   -0.007   -0.011    0.182
##    -0.016    0.012   -0.002   -0.003    0.180
##                                              
##     0.060    0.175    0.117    0.043    0.009
##     0.003    0.077    0.040    0.023    0.009
##     0.003    0.078    0.041    0.023    0.017
##     0.064    0.147    0.106    0.054    0.057
##     0.075    0.157    0.116    0.061    0.065
##    -0.475   -0.347   -0.411   -0.141    0.102
##    -0.037    0.017   -0.010   -0.008    0.170
##    -0.006    0.047    0.021    0.018    0.169
##                                              
##    -0.010   -0.001   -0.005   -0.024   -0.000
##    -0.010   -0.001   -0.006   -0.025    0.009
##    -0.010    0.000   -0.005   -0.020    0.057
##     0.014    0.024    0.019    0.080    0.063
##    -0.107   -0.091   -0.099   -0.272    0.090
##    -0.003    0.004    0.001    0.004    0.168
##    -0.003    0.004    0.000    0.002    0.168
##                                              
##     0.137    0.145    0.141    0.979    0.004
##     0.027    0.034    0.031    0.194    0.058
##     0.019    0.026    0.022    0.144    0.065
##    -0.013   -0.002   -0.008   -0.032    0.076
##    -0.001    0.003    0.001    0.012    0.152
##    -0.000    0.004    0.002    0.022    0.152
##                                              
##     0.027    0.034    0.030    0.191    0.066
##     0.020    0.026    0.023    0.148    0.073
##    -0.012   -0.002   -0.007   -0.029    0.081
##    -0.001    0.003    0.001    0.008    0.157
##    -0.000    0.004    0.002    0.021    0.156
##                                              
##     0.003    0.010    0.006    0.036    0.060
##    -0.020   -0.009   -0.015   -0.057    0.132
##     0.007    0.012    0.009    0.085    0.160
##    -0.003    0.002   -0.001   -0.005    0.160
##                                              
##    -0.031   -0.019   -0.025   -0.098    0.137
##    -0.003    0.002   -0.001   -0.006    0.160
##     0.006    0.011    0.008    0.083    0.159
##                                              
##     0.000    0.007    0.004    0.024    0.152
##    -0.008   -0.001   -0.004   -0.026    0.152
##                                              
##    -0.000    0.003    0.001    0.019    0.153
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .EF_BL     (e2)   18.506    0.398   46.485    0.000   17.725   19.286
##    .MEM_BL    (f2)    3.419    0.121   28.361    0.000    3.183    3.656
##    .EF_DELTA  (l2)    3.370    0.545    6.183    0.000    2.302    4.438
##    .MEM_DELTA (n2)    2.583    0.140   18.405    0.000    2.308    2.858
##     Mltmrbdty         3.251    0.023  141.497    0.000    3.206    3.296
##     Education        -0.450    0.027  -16.642    0.000   -0.503   -0.397
##     Income            0.459    0.010   45.380    0.000    0.439    0.479
##     BMI              27.510    0.059  464.043    0.000   27.394   27.626
##     Source.BL         1.367    0.005  268.371    0.000    1.357    1.377
##     White             0.475    0.002  285.016    0.000    0.471    0.478
##     Smoking           0.240    0.013   18.003    0.000    0.214    0.266
##     Alcohol           0.211    0.027    7.956    0.000    0.159    0.263
##     Depressin         0.824    0.050   16.567    0.000    0.727    0.922
##     Age_BL            0.000    0.006    0.000    1.000   -0.012    0.012
##     Langug_BL         1.174    0.004  292.820    0.000    1.167    1.182
##     Langg_FU1         1.174    0.004  291.518    0.000    1.166    1.182
##     Mtrl_dprv         0.023    0.004    5.009    0.000    0.014    0.031
##     Scl_dprvt         0.017    0.004    3.810    0.000    0.008    0.026
##     Physcl_ct         0.061    0.007    8.794    0.000    0.047    0.074
##     MatINT           -0.014    0.003   -4.596    0.000   -0.019   -0.008
##     SocINT           -0.023    0.003   -7.900    0.000   -0.028   -0.017
##    Std.lv  Std.all      FMI
##     4.630    4.630    0.055
##     2.303    2.303    0.068
##     2.905    2.905    0.313
##     1.627    1.627    0.296
##     3.251    1.572    0.095
##    -0.450   -0.176    0.003
##     0.459    0.503    0.092
##    27.510    4.918    0.006
##     1.367    2.836   -0.000
##     0.475    3.012   -0.000
##     0.240    0.191    0.007
##     0.211    0.086    0.045
##     0.824    0.176    0.008
##     0.000    0.000   -0.000
##     1.174    3.095   -0.000
##     1.174    3.094    0.009
##     0.023    0.054    0.049
##     0.017    0.041    0.054
##     0.061    0.097    0.091
##    -0.014   -0.053    0.157
##    -0.023   -0.091    0.157
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .EF_BL     (g2)   10.218    0.366   27.952    0.000    9.501   10.934
##    .MEM_BL    (h2)    1.931    0.032   59.821    0.000    1.867    1.994
##     Vr_F_C.BL (i2)   18.201    0.356   51.188    0.000   17.504   18.898
##     V_F_C.FU1 (i2)   18.201    0.356   51.188    0.000   17.504   18.898
##    .MAT_Sc.BL (j2)   45.304    0.719   62.987    0.000   43.895   46.714
##    .MAT_S.FU1 (j2)   45.304    0.719   62.987    0.000   43.895   46.714
##     COG_REYII (k2)    2.607    0.031   83.594    0.000    2.546    2.668
##     COG_REYII (k2)    2.607    0.031   83.594    0.000    2.546    2.668
##    .EF_DELTA  (m2)    0.676    0.291    2.324    0.020    0.106    1.247
##    .MEM_DELTA (o2)    1.812    0.034   53.324    0.000    1.745    1.878
##     Mltmrbdty         4.277    0.068   63.111    0.000    4.144    4.410
##     Education         6.526    0.098   66.792    0.000    6.334    6.717
##     Income            0.833    0.013   63.044    0.000    0.807    0.859
##     BMI              31.286    0.469   66.675    0.000   30.366   32.206
##     Source.BL         0.232    0.003   66.907    0.000    0.226    0.239
##     White             0.025    0.000   66.907    0.000    0.024    0.026
##     Smoking           1.577    0.024   66.668    0.000    1.530    1.623
##     Alcohol           6.002    0.092   65.047    0.000    5.821    6.183
##     Depressin        21.989    0.330   66.622    0.000   21.342   22.636
##     Age_BL            0.342    0.005   66.907    0.000    0.332    0.352
##     Langug_BL         0.144    0.002   66.907    0.000    0.140    0.148
##     Langg_FU1         0.144    0.002   66.446    0.000    0.140    0.148
##     Mtrl_dprv         0.172    0.003   64.840    0.000    0.167    0.178
##     Scl_dprvt         0.167    0.003   64.871    0.000    0.162    0.172
##     Physcl_ct         0.387    0.006   63.311    0.000    0.375    0.399
##     MatINT            0.066    0.001   61.563    0.000    0.064    0.068
##     SocINT            0.062    0.001   61.564    0.000    0.060    0.064
##    Std.lv  Std.all      FMI
##     0.640    0.640    0.077
##     0.876    0.876    0.068
##    18.201    0.533    0.132
##    18.201    0.581    0.132
##    45.304    0.647    0.125
##    45.304    0.691    0.125
##     2.607    0.542    0.173
##     2.607    0.505    0.173
##     0.503    0.503    0.334
##     0.719    0.719    0.264
##     4.277    1.000    0.110
##     6.526    1.000    0.003
##     0.833    1.000    0.112
##    31.286    1.000    0.007
##     0.232    1.000   -0.000
##     0.025    1.000   -0.000
##     1.577    1.000    0.007
##     6.002    1.000    0.055
##    21.989    1.000    0.009
##     0.342    1.000   -0.000
##     0.144    1.000   -0.000
##     0.144    1.000    0.014
##     0.172    1.000    0.061
##     0.167    1.000    0.060
##     0.387    1.000    0.105
##     0.066    1.000    0.153
##     0.062    1.000    0.153
## 
## 
## Group 3 []:
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_BL =~                                                              
##     MAT_Sc.BL (b3)    1.205    0.003  385.301    0.000    1.199    1.211
##   EF_FU1 =~                                                             
##     MAT_S.FU1 (b3)    1.205    0.003  385.301    0.000    1.199    1.211
##   MEM_BL =~                                                             
##     COG_REYI_ (d3)    1.291    0.003  492.392    0.000    1.285    1.296
##   MEM_FU1 =~                                                            
##     COG_REYI_ (d3)    1.291    0.003  492.392    0.000    1.285    1.296
##    Std.lv  Std.all      FMI
##                            
##     4.667    0.581    0.070
##                            
##     3.814    0.504    0.070
##                            
##     2.015    1.000    0.108
##                            
##     2.172    1.000    0.108
## 
## Regressions:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_DELTA ~                                                            
##     EF_BL            -0.288    0.019  -15.295    0.000   -0.325   -0.251
##   MEM_DELTA ~                                                           
##     MEM_BL           -0.541    0.010  -54.837    0.000   -0.560   -0.521
##   EF_DELTA ~                                                            
##     Mltmrbd          -0.035    0.024   -1.447    0.148   -0.082    0.012
##     Educatn           0.077    0.021    3.748    0.000    0.037    0.117
##     Income            0.044    0.040    1.106    0.269   -0.034    0.122
##     BMI               0.009    0.006    1.527    0.127   -0.003    0.021
##     Sorc.BL          -0.369    0.075   -4.901    0.000   -0.516   -0.221
##     White             0.553    0.196    2.826    0.005    0.169    0.936
##     Smoking           0.023    0.026    0.907    0.364   -0.027    0.074
##     Alcohol           0.018    0.018    1.001    0.317   -0.017    0.052
##     Deprssn          -0.021    0.008   -2.717    0.007   -0.035   -0.006
##   EF_BL ~                                                               
##     Mltmrbd          -0.106    0.030   -3.515    0.000   -0.165   -0.047
##     Educatn           0.485    0.024   20.594    0.000    0.438    0.531
##     Income            0.385    0.050    7.654    0.000    0.287    0.484
##     BMI               0.009    0.008    1.175    0.240   -0.006    0.024
##     Sorc.BL           0.136    0.096    1.416    0.157   -0.052    0.325
##     White             3.887    0.219   17.715    0.000    3.457    4.317
##     Smoking          -0.137    0.032   -4.253    0.000   -0.201   -0.074
##     Alcohol           0.079    0.023    3.493    0.000    0.035    0.123
##     Deprssn          -0.068    0.009   -7.225    0.000   -0.086   -0.050
##     Age_BL           -0.963    0.091  -10.617    0.000   -1.141   -0.786
##     Lngg_BL          -0.824    0.124   -6.659    0.000   -1.066   -0.581
##   EF_DELTA ~                                                            
##     Age_BL           -0.547    0.073   -7.476    0.000   -0.690   -0.403
##     Lng_FU1           0.065    0.097    0.672    0.501   -0.125    0.256
##   EF_BL ~                                                               
##     Mtrl_dp (c111)   -0.595    0.129   -4.618    0.000   -0.847   -0.342
##     Scl_dpr (c121)    0.085    0.123    0.694    0.488   -0.156    0.327
##     Physcl_ (b11c)    0.195    0.060    3.234    0.001    0.077    0.313
##     MatINT  (int1)   -0.083    0.149   -0.559    0.576   -0.375    0.209
##     SocINT  (int2)   -0.001    0.145   -0.010    0.992   -0.286    0.283
##   EF_DELTA ~                                                            
##     Mtrl_dp (c211)   -0.260    0.102   -2.542    0.011   -0.460   -0.060
##     Scl_dpr (c221)   -0.160    0.096   -1.666    0.096   -0.348    0.028
##     Physcl_ (b21c)   -0.004    0.046   -0.079    0.937   -0.093    0.086
##     MatINT  (int3)    0.186    0.113    1.644    0.100   -0.036    0.407
##     SocINT  (int4)    0.127    0.111    1.144    0.253   -0.091    0.345
##   MEM_DELTA ~                                                           
##     Mltmrbd          -0.024    0.010   -2.447    0.014   -0.044   -0.005
##     Educatn           0.062    0.008    8.022    0.000    0.047    0.077
##     Income            0.042    0.016    2.547    0.011    0.010    0.074
##     BMI              -0.005    0.003   -2.043    0.041   -0.010   -0.000
##     Sorc.BL          -0.452    0.031  -14.457    0.000   -0.513   -0.390
##     White             0.257    0.075    3.414    0.001    0.109    0.404
##     Smoking          -0.016    0.011   -1.484    0.138   -0.037    0.005
##     Alcohol           0.010    0.007    1.312    0.190   -0.005    0.024
##     Deprssn          -0.008    0.003   -2.692    0.007   -0.015   -0.002
##   MEM_BL ~                                                              
##     Mltmrbd          -0.009    0.009   -1.007    0.314   -0.028    0.009
##     Educatn           0.107    0.007   14.837    0.000    0.093    0.122
##     Income            0.077    0.016    4.943    0.000    0.047    0.108
##     BMI              -0.002    0.002   -0.774    0.439   -0.007    0.003
##     Sorc.BL           0.209    0.030    7.018    0.000    0.151    0.268
##     White             0.277    0.068    4.097    0.000    0.145    0.410
##     Smoking          -0.014    0.010   -1.412    0.158   -0.034    0.005
##     Alcohol           0.029    0.007    4.147    0.000    0.015    0.043
##     Deprssn          -0.012    0.003   -4.213    0.000   -0.018   -0.007
##     Age_BL           -0.104    0.028   -3.698    0.000   -0.159   -0.049
##     Lngg_BL          -0.236    0.038   -6.210    0.000   -0.310   -0.161
##   MEM_DELTA ~                                                           
##     Age_BL           -0.187    0.030   -6.315    0.000   -0.244   -0.129
##     Lng_FU1          -0.038    0.040   -0.950    0.342   -0.117    0.041
##   MEM_BL ~                                                              
##     Mtrl_dp (c112)   -0.048    0.040   -1.216    0.224   -0.126    0.030
##     Scl_dpr (c122)   -0.027    0.038   -0.695    0.487   -0.101    0.048
##     Physcl_ (b12c)    0.043    0.019    2.320    0.020    0.007    0.080
##     MatINT  (int5)    0.024    0.046    0.517    0.605   -0.066    0.114
##     SocINT  (int6)   -0.014    0.045   -0.317    0.751   -0.103    0.074
##   MEM_DELTA ~                                                           
##     Mtrl_dp (c212)   -0.086    0.042   -2.032    0.042   -0.168   -0.003
##     Scl_dpr (c222)    0.004    0.040    0.092    0.927   -0.075    0.082
##     Physcl_ (b22c)    0.038    0.019    1.984    0.047    0.000    0.075
##     MatINT  (int7)    0.145    0.047    3.112    0.002    0.054    0.236
##     SocINT  (int8)   -0.013    0.046   -0.278    0.781   -0.103    0.077
##    Std.lv  Std.all      FMI
##                            
##    -0.790   -0.790    0.257
##                            
##    -0.498   -0.498    0.225
##                            
##    -0.025   -0.043    0.301
##     0.055    0.117    0.243
##     0.031    0.036    0.267
##     0.007    0.042    0.240
##    -0.261   -0.126    0.225
##     0.392    0.082    0.295
##     0.017    0.025    0.258
##     0.013    0.028    0.243
##    -0.015   -0.075    0.248
##                            
##    -0.027   -0.047    0.090
##     0.125    0.269    0.039
##     0.100    0.114    0.095
##     0.002    0.015    0.038
##     0.035    0.017    0.036
##     1.004    0.210    0.024
##    -0.035   -0.053    0.039
##     0.020    0.045    0.059
##    -0.018   -0.090    0.035
##    -0.249   -0.134    0.037
##    -0.213   -0.081    0.033
##                            
##    -0.388   -0.209    0.228
##     0.046    0.018    0.215
##                            
##    -0.154   -0.061    0.068
##     0.022    0.009    0.075
##     0.050    0.042    0.126
##    -0.021   -0.007    0.164
##    -0.000   -0.000    0.162
##                            
##    -0.184   -0.073    0.265
##    -0.113   -0.046    0.254
##    -0.003   -0.002    0.251
##     0.132    0.044    0.286
##     0.090    0.031    0.297
##                            
##    -0.014   -0.025    0.279
##     0.037    0.079    0.216
##     0.025    0.028    0.251
##    -0.003   -0.019    0.223
##    -0.267   -0.128    0.199
##     0.151    0.032    0.275
##    -0.009   -0.014    0.234
##     0.006    0.013    0.230
##    -0.005   -0.026    0.234
##                            
##    -0.006   -0.010    0.096
##     0.069    0.148    0.044
##     0.049    0.056    0.108
##    -0.001   -0.007    0.046
##     0.134    0.065    0.049
##     0.177    0.037    0.028
##    -0.009   -0.013    0.045
##     0.019    0.041    0.071
##    -0.008   -0.040    0.047
##    -0.066   -0.036    0.046
##    -0.151   -0.058    0.030
##                            
##    -0.110   -0.059    0.207
##    -0.022   -0.009    0.193
##                            
##    -0.031   -0.012    0.076
##    -0.017   -0.007    0.086
##     0.028    0.023    0.136
##     0.015    0.005    0.171
##    -0.009   -0.003    0.173
##                            
##    -0.051   -0.020    0.242
##     0.002    0.001    0.233
##     0.022    0.018    0.227
##     0.086    0.028    0.256
##    -0.008   -0.003    0.271
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##   Verbal_Fluency_Conservative.BL ~~                                    
##     Vrbl_Fln_C.FU1                    11.226    0.373   30.081    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     21.154    0.627   33.752    0.000
##   COG_REYII_SCORE.BL ~~                                                
##     COG_REYII_SCOR                     0.559    0.026   21.215    0.000
##  .MEM_BL ~~                                                            
##    .EF_DELTA                           0.234    0.058    4.070    0.000
##  .EF_BL ~~                                                             
##    .MEM_DELTA                          0.986    0.073   13.471    0.000
##    .MEM_BL                             1.627    0.071   22.930    0.000
##  .EF_DELTA ~~                                                          
##    .MEM_DELTA                          0.239    0.054    4.459    0.000
##   Multimorbidity ~~                                                    
##     Education                         -0.519    0.035  -14.879    0.000
##     Income                            -0.420    0.019  -21.927    0.000
##     BMI                                2.999    0.106   28.287    0.000
##     Source.BL                         -0.005    0.008   -0.663    0.507
##     White                              0.004    0.003    1.208    0.227
##     Smoking                            0.195    0.024    8.157    0.000
##     Alcohol                           -0.594    0.036  -16.337    0.000
##     Depression                         2.190    0.086   25.531    0.000
##     Age_BL                             0.223    0.009   25.215    0.000
##     Language_BL                       -0.014    0.006   -2.202    0.028
##     Language_FU1                      -0.013    0.006   -2.195    0.028
##     Materil_dprvtn                     0.073    0.007   11.158    0.000
##     Social_deprvtn                     0.070    0.007   10.651    0.000
##     Physical_ctvty                    -0.233    0.014  -16.498    0.000
##     MatINT                            -0.019    0.006   -3.397    0.001
##     SocINT                            -0.046    0.006   -7.828    0.000
##   Education ~~                                                         
##     Income                             0.825    0.024   34.542    0.000
##     BMI                               -1.930    0.124  -15.555    0.000
##     Source.BL                         -0.114    0.009  -12.121    0.000
##     White                             -0.020    0.004   -4.843    0.000
##     Smoking                           -0.747    0.030  -25.149    0.000
##     Alcohol                            0.785    0.044   17.800    0.000
##     Depression                        -1.305    0.101  -12.940    0.000
##     Age_BL                            -0.104    0.010   -9.924    0.000
##     Language_BL                       -0.046    0.007   -6.180    0.000
##     Language_FU1                      -0.045    0.007   -6.107    0.000
##     Materil_dprvtn                    -0.229    0.008  -28.233    0.000
##     Social_deprvtn                    -0.076    0.008   -9.467    0.000
##     Physical_ctvty                     0.161    0.017    9.467    0.000
##     MatINT                            -0.003    0.007   -0.372    0.710
##     SocINT                             0.010    0.007    1.389    0.165
##   Income ~~                                                            
##     BMI                               -1.101    0.068  -16.290    0.000
##     Source.BL                         -0.043    0.005   -8.415    0.000
##     White                              0.010    0.002    4.433    0.000
##     Smoking                           -0.293    0.016  -18.418    0.000
##     Alcohol                            0.648    0.024   26.639    0.000
##     Depression                        -1.416    0.056  -25.252    0.000
##     Age_BL                            -0.137    0.006  -23.605    0.000
##     Language_BL                       -0.060    0.004  -14.901    0.000
##     Language_FU1                      -0.060    0.004  -14.706    0.000
##     Materil_dprvtn                    -0.144    0.004  -32.411    0.000
##     Social_deprvtn                    -0.148    0.005  -32.544    0.000
##     Physical_ctvty                     0.131    0.009   14.186    0.000
##     MatINT                            -0.002    0.004   -0.560    0.576
##     SocINT                             0.005    0.004    1.410    0.158
##   BMI ~~                                                               
##     Source.BL                         -0.096    0.028   -3.468    0.001
##     White                              0.043    0.012    3.554    0.000
##     Smoking                            0.201    0.085    2.359    0.018
##     Alcohol                           -3.020    0.131  -23.132    0.000
##     Depression                         3.861    0.297   12.995    0.000
##     Age_BL                             0.258    0.031    8.366    0.000
##     Language_BL                       -0.113    0.022   -5.196    0.000
##     Language_FU1                      -0.115    0.022   -5.255    0.000
##     Materil_dprvtn                     0.339    0.023   14.514    0.000
##     Social_deprvtn                     0.216    0.024    9.136    0.000
##     Physical_ctvty                    -0.874    0.050  -17.470    0.000
##     MatINT                            -0.025    0.020   -1.237    0.216
##     SocINT                            -0.078    0.021   -3.739    0.000
##   Source.BL ~~                                                         
##     White                              0.003    0.001    2.809    0.005
##     Smoking                            0.033    0.006    5.014    0.000
##     Alcohol                           -0.084    0.010   -8.562    0.000
##     Depression                         0.020    0.022    0.886    0.376
##     Age_BL                            -0.006    0.002   -2.461    0.014
##     Language_BL                       -0.005    0.002   -3.238    0.001
##     Language_FU1                      -0.005    0.002   -2.792    0.005
##     Materil_dprvtn                     0.030    0.002   17.002    0.000
##     Social_deprvtn                    -0.000    0.002   -0.179    0.858
##     Physical_ctvty                    -0.004    0.004   -1.078    0.281
##     MatINT                             0.002    0.002    1.397    0.162
##     SocINT                             0.001    0.002    0.850    0.395
##   White ~~                                                             
##     Smoking                            0.032    0.003   11.417    0.000
##     Alcohol                            0.058    0.004   13.057    0.000
##     Depression                        -0.038    0.010   -3.835    0.000
##     Age_BL                             0.005    0.001    5.303    0.000
##     Language_BL                        0.003    0.001    4.025    0.000
##     Language_FU1                       0.003    0.001    4.496    0.000
##     Materil_dprvtn                    -0.003    0.001   -4.002    0.000
##     Social_deprvtn                     0.002    0.001    2.631    0.009
##     Physical_ctvty                    -0.000    0.002   -0.277    0.782
##     MatINT                             0.001    0.001    1.038    0.299
##     SocINT                            -0.001    0.001   -1.182    0.237
##   Smoking ~~                                                           
##     Alcohol                            0.093    0.030    3.079    0.002
##     Depression                         0.942    0.070   13.478    0.000
##     Age_BL                            -0.010    0.007   -1.316    0.188
##     Language_BL                        0.054    0.005   10.390    0.000
##     Language_FU1                       0.056    0.005   10.816    0.000
##     Materil_dprvtn                     0.078    0.005   14.307    0.000
##     Social_deprvtn                     0.084    0.006   15.102    0.000
##     Physical_ctvty                    -0.063    0.012   -5.343    0.000
##     MatINT                            -0.004    0.005   -0.871    0.384
##     SocINT                            -0.003    0.005   -0.640    0.522
##   Alcohol ~~                                                           
##     Depression                        -1.461    0.105  -13.882    0.000
##     Age_BL                             0.006    0.011    0.560    0.575
##     Language_BL                        0.064    0.008    8.291    0.000
##     Language_FU1                       0.067    0.008    8.750    0.000
##     Materil_dprvtn                    -0.152    0.008  -18.346    0.000
##     Social_deprvtn                    -0.067    0.008   -8.042    0.000
##     Physical_ctvty                     0.136    0.018    7.767    0.000
##     MatINT                             0.004    0.007    0.579    0.562
##     SocINT                             0.028    0.007    3.787    0.000
##   Depression ~~                                                        
##     Age_BL                            -0.039    0.025   -1.554    0.120
##     Language_BL                        0.044    0.018    2.470    0.014
##     Language_FU1                       0.042    0.018    2.344    0.019
##     Materil_dprvtn                     0.228    0.019   12.022    0.000
##     Social_deprvtn                     0.218    0.019   11.302    0.000
##     Physical_ctvty                    -0.520    0.041  -12.694    0.000
##     MatINT                            -0.034    0.017   -2.038    0.042
##     SocINT                            -0.092    0.017   -5.373    0.000
##   Age_BL ~~                                                            
##     Language_BL                       -0.000    0.002   -0.088    0.930
##     Language_FU1                      -0.000    0.002   -0.266    0.790
##     Materil_dprvtn                    -0.001    0.002   -0.437    0.662
##     Social_deprvtn                     0.011    0.002    5.515    0.000
##     Physical_ctvty                    -0.077    0.004  -18.122    0.000
##     MatINT                            -0.002    0.002   -1.330    0.183
##     SocINT                            -0.003    0.002   -1.523    0.128
##   Language_BL ~~                                                       
##     Language_FU1                       0.142    0.002   77.176    0.000
##     Materil_dprvtn                     0.026    0.001   18.345    0.000
##     Social_deprvtn                     0.023    0.001   15.882    0.000
##     Physical_ctvty                    -0.013    0.003   -4.231    0.000
##     MatINT                             0.000    0.001    0.214    0.831
##     SocINT                            -0.000    0.001   -0.110    0.913
##   Language_FU1 ~~                                                      
##     Materil_dprvtn                     0.026    0.001   18.161    0.000
##     Social_deprvtn                     0.023    0.001   15.823    0.000
##     Physical_ctvty                    -0.013    0.003   -4.351    0.000
##     MatINT                            -0.000    0.001   -0.250    0.803
##     SocINT                            -0.000    0.001   -0.098    0.922
##   Material_deprivation ~~                                              
##     Social_deprvtn                     0.016    0.001   10.897    0.000
##     Physical_ctvty                    -0.016    0.003   -5.000    0.000
##     MatINT                             0.008    0.001    6.116    0.000
##     SocINT                             0.002    0.001    1.263    0.207
##   Social_deprivation ~~                                                
##     Physical_ctvty                    -0.023    0.003   -7.170    0.000
##     MatINT                             0.001    0.001    1.141    0.254
##     SocINT                             0.010    0.001    7.502    0.000
##   Physical_activity ~~                                                 
##     MatINT                             0.025    0.003    9.560    0.000
##     SocINT                             0.019    0.003    7.193    0.000
##   MatINT ~~                                                            
##     SocINT                             0.011    0.001   10.531    0.000
##  ci.lower ci.upper   Std.lv  Std.all      FMI
##                                              
##    10.495   11.958   11.226    0.465    0.150
##                                              
##    19.925   22.382   21.154    0.495    0.178
##                                              
##     0.508    0.611    0.559    0.229    0.255
##                                              
##     0.121    0.347    0.158    0.158    0.252
##                                              
##     0.843    1.129    0.205    0.205    0.240
##     1.488    1.767    0.325    0.325    0.053
##                                              
##     0.134    0.344    0.168    0.168    0.252
##                                              
##    -0.587   -0.451   -0.519   -0.140    0.058
##    -0.458   -0.383   -0.420   -0.213    0.094
##     2.791    3.207    2.999    0.275    0.073
##    -0.020    0.010   -0.005   -0.006    0.042
##    -0.003    0.011    0.004    0.011    0.055
##     0.148    0.242    0.195    0.076    0.057
##    -0.665   -0.523   -0.594   -0.156    0.081
##     2.022    2.358    2.190    0.247    0.070
##     0.206    0.241    0.223    0.240    0.048
##    -0.026   -0.001   -0.014   -0.021    0.058
##    -0.026   -0.001   -0.013   -0.021    0.065
##     0.060    0.086    0.073    0.106    0.088
##     0.057    0.083    0.070    0.101    0.084
##    -0.260   -0.205   -0.233   -0.163    0.140
##    -0.031   -0.008   -0.019   -0.034    0.186
##    -0.057   -0.034   -0.046   -0.078    0.182
##                                              
##     0.778    0.871    0.825    0.336    0.038
##    -2.173   -1.687   -1.930   -0.142    0.006
##    -0.133   -0.096   -0.114   -0.110    0.001
##    -0.028   -0.012   -0.020   -0.044    0.003
##    -0.806   -0.689   -0.747   -0.234    0.006
##     0.699    0.872    0.785    0.166    0.031
##    -1.502   -1.107   -1.305   -0.118    0.005
##    -0.125   -0.084   -0.104   -0.090    0.001
##    -0.060   -0.031   -0.046   -0.056    0.002
##    -0.060   -0.031   -0.045   -0.056    0.010
##    -0.245   -0.213   -0.229   -0.268    0.030
##    -0.091   -0.060   -0.076   -0.087    0.035
##     0.127    0.194    0.161    0.091    0.099
##    -0.016    0.011   -0.003   -0.004    0.141
##    -0.004    0.024    0.010    0.014    0.140
##                                              
##    -1.234   -0.969   -1.101   -0.153    0.049
##    -0.053   -0.033   -0.043   -0.078    0.039
##     0.006    0.014    0.010    0.041    0.056
##    -0.324   -0.262   -0.293   -0.173    0.042
##     0.600    0.695    0.648    0.257    0.063
##    -1.526   -1.306   -1.416   -0.241    0.049
##    -0.148   -0.126   -0.137   -0.223    0.036
##    -0.068   -0.052   -0.060   -0.139    0.038
##    -0.068   -0.052   -0.060   -0.137    0.043
##    -0.153   -0.135   -0.144   -0.317    0.062
##    -0.156   -0.139   -0.148   -0.320    0.067
##     0.113    0.149    0.131    0.138    0.126
##    -0.009    0.005   -0.002   -0.006    0.163
##    -0.002    0.013    0.005    0.014    0.171
##                                              
##    -0.150   -0.042   -0.096   -0.031    0.007
##     0.019    0.066    0.043    0.032    0.009
##     0.034    0.368    0.201    0.021    0.010
##    -3.275   -2.764   -3.020   -0.217    0.028
##     3.279    4.443    3.861    0.119    0.012
##     0.198    0.319    0.258    0.076    0.007
##    -0.156   -0.071   -0.113   -0.047    0.007
##    -0.158   -0.072   -0.115   -0.048    0.013
##     0.293    0.385    0.339    0.135    0.043
##     0.169    0.262    0.216    0.085    0.045
##    -0.972   -0.776   -0.874   -0.168    0.088
##    -0.065    0.015   -0.025   -0.012    0.144
##    -0.119   -0.037   -0.078   -0.036    0.136
##                                              
##     0.001    0.004    0.003    0.025   -0.000
##     0.020    0.045    0.033    0.045    0.004
##    -0.103   -0.064   -0.084   -0.079    0.023
##    -0.024    0.064    0.020    0.008    0.002
##    -0.010   -0.001   -0.006   -0.022   -0.000
##    -0.009   -0.002   -0.005   -0.029   -0.000
##    -0.008   -0.001   -0.005   -0.025    0.007
##     0.027    0.034    0.030    0.158    0.034
##    -0.004    0.003   -0.000   -0.002    0.038
##    -0.012    0.003   -0.004   -0.010    0.097
##    -0.001    0.005    0.002    0.014    0.142
##    -0.002    0.004    0.001    0.008    0.141
##                                              
##     0.027    0.038    0.032    0.104    0.005
##     0.050    0.067    0.058    0.126    0.107
##    -0.057   -0.018   -0.038   -0.035    0.008
##     0.003    0.007    0.005    0.048   -0.000
##     0.001    0.004    0.003    0.036   -0.000
##     0.002    0.005    0.003    0.041    0.009
##    -0.005   -0.002   -0.003   -0.037    0.033
##     0.001    0.004    0.002    0.024    0.036
##    -0.004    0.003   -0.000   -0.003    0.114
##    -0.001    0.002    0.001    0.010    0.155
##    -0.002    0.001   -0.001   -0.012    0.154
##                                              
##     0.034    0.152    0.093    0.028    0.028
##     0.805    1.079    0.942    0.123    0.007
##    -0.024    0.005   -0.010   -0.012    0.004
##     0.043    0.064    0.054    0.095    0.004
##     0.046    0.066    0.056    0.099    0.012
##     0.068    0.089    0.078    0.133    0.038
##     0.073    0.095    0.084    0.141    0.041
##    -0.086   -0.040   -0.063   -0.051    0.111
##    -0.014    0.005   -0.004   -0.009    0.153
##    -0.013    0.007   -0.003   -0.006    0.153
##                                              
##    -1.667   -1.255   -1.461   -0.129    0.033
##    -0.015    0.027    0.006    0.005    0.024
##     0.049    0.079    0.064    0.076    0.018
##     0.052    0.083    0.067    0.080    0.023
##    -0.168   -0.136   -0.152   -0.174    0.059
##    -0.083   -0.051   -0.067   -0.075    0.061
##     0.102    0.170    0.136    0.075    0.109
##    -0.010    0.018    0.004    0.006    0.160
##     0.013    0.042    0.028    0.037    0.155
##                                              
##    -0.088    0.010   -0.039   -0.014    0.003
##     0.009    0.079    0.044    0.022    0.003
##     0.007    0.077    0.042    0.021    0.011
##     0.191    0.265    0.228    0.111    0.037
##     0.180    0.255    0.218    0.105    0.041
##    -0.600   -0.440   -0.520   -0.122    0.105
##    -0.067   -0.001   -0.034   -0.020    0.153
##    -0.126   -0.059   -0.092   -0.053    0.153
##                                              
##    -0.004    0.003   -0.000   -0.001   -0.000
##    -0.004    0.003   -0.000   -0.002    0.005
##    -0.005    0.003   -0.001   -0.004    0.032
##     0.007    0.015    0.011    0.051    0.035
##    -0.085   -0.069   -0.077   -0.173    0.079
##    -0.006    0.001   -0.002   -0.013    0.121
##    -0.006    0.001   -0.003   -0.015    0.121
##                                              
##     0.138    0.145    0.142    0.976    0.002
##     0.023    0.029    0.026    0.171    0.029
##     0.020    0.025    0.023    0.147    0.031
##    -0.018   -0.007   -0.013   -0.040    0.071
##    -0.002    0.003    0.000    0.002    0.108
##    -0.003    0.002   -0.000   -0.001    0.107
##                                              
##     0.023    0.028    0.026    0.170    0.035
##     0.020    0.025    0.023    0.147    0.036
##    -0.019   -0.007   -0.013   -0.041    0.075
##    -0.003    0.002   -0.000   -0.002    0.111
##    -0.003    0.002   -0.000   -0.001    0.110
##                                              
##     0.013    0.019    0.016    0.101    0.038
##    -0.022   -0.010   -0.016   -0.048    0.122
##     0.005    0.010    0.008    0.060    0.137
##    -0.001    0.004    0.002    0.012    0.137
##                                              
##    -0.029   -0.017   -0.023   -0.069    0.104
##    -0.001    0.004    0.001    0.011    0.116
##     0.007    0.012    0.010    0.072    0.115
##                                              
##     0.020    0.030    0.025    0.092    0.119
##     0.014    0.025    0.019    0.069    0.119
##                                              
##     0.009    0.014    0.011    0.102    0.121
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .EF_BL     (e3)   21.639    0.321   67.406    0.000   21.010   22.268
##    .MEM_BL    (f3)    5.123    0.099   51.649    0.000    4.929    5.317
##    .EF_DELTA  (l3)    6.214    0.478   12.993    0.000    5.276    7.151
##    .MEM_DELTA (n3)    4.113    0.116   35.308    0.000    3.885    4.341
##     Mltmrbdty         1.936    0.016  120.787    0.000    1.904    1.967
##     Education         0.403    0.019   20.729    0.000    0.365    0.441
##     Income            0.289    0.011   27.432    0.000    0.269    0.310
##     BMI              27.762    0.057  485.549    0.000   27.650   27.874
##     Source.BL         1.366    0.004  313.651    0.000    1.357    1.374
##     White             0.454    0.002  239.407    0.000    0.450    0.458
##     Smoking           0.446    0.013   33.102    0.000    0.419    0.472
##     Alcohol          -0.610    0.020  -30.217    0.000   -0.649   -0.570
##     Depressin         0.882    0.047   18.945    0.000    0.791    0.973
##     Age_BL           -0.000    0.005   -0.000    1.000   -0.010    0.010
##     Langug_BL         1.177    0.003  341.263    0.000    1.170    1.183
##     Langg_FU1         1.176    0.003  340.621    0.000    1.169    1.183
##     Mtrl_dprv         0.033    0.004    9.108    0.000    0.026    0.040
##     Scl_dprvt         0.026    0.004    6.896    0.000    0.018    0.033
##     Physcl_ct         0.082    0.008   10.443    0.000    0.066    0.097
##     MatINT           -0.013    0.003   -4.012    0.000   -0.019   -0.007
##     SocINT           -0.021    0.003   -6.411    0.000   -0.027   -0.015
##    Std.lv  Std.all      FMI
##     5.588    5.588    0.037
##     3.281    3.281    0.040
##     4.406    4.406    0.253
##     2.426    2.426    0.214
##     1.936    1.121    0.051
##     0.403    0.188    0.001
##     0.289    0.253    0.039
##    27.762    4.402    0.006
##     1.366    2.836   -0.000
##     0.454    2.164   -0.000
##     0.446    0.300    0.004
##    -0.610   -0.276    0.023
##     0.882    0.171    0.002
##    -0.000   -0.000   -0.000
##     1.177    3.085   -0.000
##     1.176    3.089    0.006
##     0.033    0.084    0.031
##     0.026    0.063    0.034
##     0.082    0.099    0.083
##    -0.013   -0.039    0.123
##    -0.021   -0.062    0.123
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .EF_BL     (g3)   10.967    0.349   31.457    0.000   10.284   11.650
##    .MEM_BL    (h3)    2.293    0.031   72.872    0.000    2.231    2.354
##     Vr_F_C.BL (i3)   24.124    0.364   66.299    0.000   23.411   24.837
##     V_F_C.FU1 (i3)   24.124    0.364   66.299    0.000   23.411   24.837
##    .MAT_Sc.BL (j3)   42.700    0.598   71.411    0.000   41.528   43.872
##    .MAT_S.FU1 (j3)   42.700    0.598   71.411    0.000   41.528   43.872
##     COG_REYII (k3)    2.446    0.024  100.723    0.000    2.399    2.494
##     COG_REYII (k3)    2.446    0.024  100.723    0.000    2.399    2.494
##    .EF_DELTA  (m3)    0.955    0.233    4.098    0.000    0.498    1.412
##    .MEM_DELTA (o3)    2.113    0.032   66.981    0.000    2.051    2.175
##     Mltmrbdty         2.981    0.040   75.454    0.000    2.903    3.058
##     Education         4.613    0.059   78.140    0.000    4.497    4.728
##     Income            1.307    0.017   76.123    0.000    1.273    1.340
##     BMI              39.770    0.511   77.876    0.000   38.769   40.771
##     Source.BL         0.232    0.003   78.211    0.000    0.226    0.238
##     White             0.044    0.001   78.211    0.000    0.043    0.045
##     Smoking           2.208    0.028   78.038    0.000    2.153    2.264
##     Alcohol           4.868    0.063   76.914    0.000    4.744    4.992
##     Depressin        26.466    0.339   78.111    0.000   25.802   27.131
##     Age_BL            0.290    0.004   78.211    0.000    0.282    0.297
##     Langug_BL         0.145    0.002   78.211    0.000    0.142    0.149
##     Langg_FU1         0.145    0.002   77.836    0.000    0.141    0.149
##     Mtrl_dprv         0.158    0.002   76.681    0.000    0.154    0.162
##     Scl_dprvt         0.163    0.002   76.680    0.000    0.159    0.167
##     Physcl_ct         0.683    0.009   74.691    0.000    0.665    0.701
##     MatINT            0.109    0.001   73.308    0.000    0.106    0.112
##     SocINT            0.115    0.002   73.309    0.000    0.112    0.118
##    Std.lv  Std.all      FMI
##     0.731    0.731    0.052
##     0.940    0.940    0.053
##    24.124    0.617    0.092
##    24.124    0.707    0.092
##    42.700    0.662    0.086
##    42.700    0.746    0.086
##     2.446    0.501    0.125
##     2.446    0.463    0.125
##     0.480    0.480    0.257
##     0.736    0.736    0.202
##     2.981    1.000    0.069
##     4.613    1.000    0.002
##     1.307    1.000    0.053
##    39.770    1.000    0.009
##     0.232    1.000   -0.000
##     0.044    1.000   -0.000
##     2.208    1.000    0.004
##     4.868    1.000    0.033
##    26.466    1.000    0.003
##     0.290    1.000   -0.000
##     0.145    1.000   -0.000
##     0.145    1.000    0.010
##     0.158    1.000    0.039
##     0.163    1.000    0.039
##     0.683    1.000    0.088
##     0.109    1.000    0.121
##     0.115    1.000    0.121
## 
## 
## Group 4 []:
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_BL =~                                                              
##     MAT_Sc.BL (b4)    1.278    0.005  273.622    0.000    1.269    1.287
##   EF_FU1 =~                                                             
##     MAT_S.FU1 (b4)    1.278    0.005  273.622    0.000    1.269    1.287
##   MEM_BL =~                                                             
##     COG_REYI_ (d4)    1.599    0.007  244.711    0.000    1.587    1.612
##   MEM_FU1 =~                                                            
##     COG_REYI_ (d4)    1.599    0.007  244.711    0.000    1.587    1.612
##    Std.lv  Std.all      FMI
##                            
##     5.139    0.589    0.090
##                            
##     4.836    0.565    0.090
##                            
##     1.909    1.000    0.132
##                            
##     2.036    1.000    0.132
## 
## Regressions:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   EF_DELTA ~                                                            
##     EF_BL            -0.165    0.025   -6.569    0.000   -0.214   -0.116
##   MEM_DELTA ~                                                           
##     MEM_BL           -0.577    0.012  -47.572    0.000   -0.600   -0.553
##   EF_DELTA ~                                                            
##     Mltmrbd          -0.052    0.026   -2.011    0.044   -0.102   -0.001
##     Educatn           0.035    0.023    1.557    0.120   -0.009    0.080
##     Income           -0.019    0.056   -0.345    0.730   -0.128    0.090
##     BMI               0.032    0.011    2.823    0.005    0.010    0.054
##     Sorc.BL          -0.487    0.098   -4.991    0.000   -0.678   -0.296
##     White            -0.069    0.238   -0.290    0.772   -0.535    0.397
##     Smoking          -0.011    0.041   -0.271    0.787   -0.092    0.069
##     Alcohol           0.020    0.020    1.037    0.300   -0.018    0.059
##     Deprssn          -0.001    0.012   -0.107    0.915   -0.025    0.022
##   EF_BL ~                                                               
##     Mltmrbd           0.003    0.029    0.103    0.918   -0.054    0.060
##     Educatn           0.478    0.022   21.499    0.000    0.434    0.521
##     Income            0.548    0.064    8.549    0.000    0.422    0.674
##     BMI              -0.009    0.013   -0.691    0.489   -0.034    0.016
##     Sorc.BL          -0.092    0.113   -0.816    0.414   -0.312    0.129
##     White             2.324    0.261    8.918    0.000    1.813    2.835
##     Smoking          -0.088    0.047   -1.883    0.060   -0.180    0.004
##     Alcohol           0.170    0.022    7.709    0.000    0.127    0.213
##     Deprssn          -0.065    0.013   -4.877    0.000   -0.091   -0.039
##     Age_BL           -2.186    0.097  -22.469    0.000   -2.376   -1.995
##     Lngg_BL          -1.483    0.146  -10.184    0.000   -1.768   -1.197
##   EF_DELTA ~                                                            
##     Age_BL           -0.555    0.100   -5.546    0.000   -0.752   -0.359
##     Lng_FU1           0.038    0.131    0.293    0.770   -0.218    0.295
##   EF_BL ~                                                               
##     Mtrl_dp (c111)   -0.362    0.146   -2.481    0.013   -0.648   -0.076
##     Scl_dpr (c121)    0.155    0.132    1.174    0.240   -0.104    0.415
##     Physcl_ (b11d)    0.268    0.085    3.156    0.002    0.102    0.435
##     MatINT  (int1)   -0.161    0.204   -0.788    0.431   -0.561    0.239
##     SocINT  (int2)   -0.515    0.200   -2.578    0.010   -0.906   -0.123
##   EF_DELTA ~                                                            
##     Mtrl_dp (c211)    0.043    0.129    0.330    0.741   -0.211    0.296
##     Scl_dpr (c221)    0.013    0.116    0.108    0.914   -0.214    0.239
##     Physcl_ (b21d)    0.238    0.071    3.356    0.001    0.099    0.377
##     MatINT  (int3)   -0.068    0.170   -0.396    0.692   -0.401    0.266
##     SocINT  (int4)    0.217    0.168    1.290    0.197   -0.113    0.546
##   MEM_DELTA ~                                                           
##     Mltmrbd          -0.003    0.008   -0.447    0.655   -0.018    0.011
##     Educatn           0.034    0.006    5.853    0.000    0.022    0.045
##     Income            0.081    0.016    5.000    0.000    0.049    0.112
##     BMI               0.006    0.003    1.763    0.078   -0.001    0.012
##     Sorc.BL          -0.250    0.029   -8.690    0.000   -0.307   -0.194
##     White             0.050    0.068    0.738    0.461   -0.083    0.184
##     Smoking          -0.022    0.012   -1.784    0.074   -0.046    0.002
##     Alcohol           0.017    0.006    2.993    0.003    0.006    0.028
##     Deprssn          -0.003    0.003   -0.852    0.394   -0.010    0.004
##   MEM_BL ~                                                              
##     Mltmrbd          -0.001    0.007   -0.074    0.941   -0.014    0.013
##     Educatn           0.062    0.005   11.979    0.000    0.052    0.072
##     Income            0.100    0.015    6.651    0.000    0.070    0.129
##     BMI               0.003    0.003    0.882    0.378   -0.003    0.009
##     Sorc.BL           0.108    0.026    4.147    0.000    0.057    0.159
##     White             0.261    0.061    4.275    0.000    0.141    0.380
##     Smoking          -0.026    0.011   -2.364    0.018   -0.047   -0.004
##     Alcohol           0.029    0.005    5.611    0.000    0.019    0.039
##     Deprssn          -0.016    0.003   -5.133    0.000   -0.022   -0.010
##     Age_BL           -0.511    0.023  -22.398    0.000   -0.556   -0.466
##     Lngg_BL          -0.152    0.034   -4.487    0.000   -0.218   -0.086
##   MEM_DELTA ~                                                           
##     Age_BL           -0.399    0.026  -15.465    0.000   -0.449   -0.348
##     Lng_FU1           0.057    0.037    1.528    0.126   -0.016    0.130
##   MEM_BL ~                                                              
##     Mtrl_dp (c122)   -0.017    0.024   -0.737    0.461   -0.064    0.029
##     Scl_dpr (c122)   -0.017    0.024   -0.737    0.461   -0.064    0.029
##     Physcl_ (b12d)    0.084    0.020    4.202    0.000    0.045    0.122
##     MatINT  (int5)   -0.027    0.048   -0.577    0.564   -0.121    0.066
##     SocINT  (int6)   -0.073    0.047   -1.559    0.119   -0.164    0.019
##   MEM_DELTA ~                                                           
##     Mtrl_dp (c212)    0.007    0.038    0.191    0.849   -0.067    0.082
##     Scl_dpr (c222)    0.042    0.034    1.211    0.226   -0.026    0.109
##     Physcl_ (b22d)    0.097    0.021    4.601    0.000    0.055    0.138
##     MatINT  (int7)    0.063    0.050    1.252    0.211   -0.036    0.162
##     SocINT  (int8)   -0.094    0.050   -1.878    0.060   -0.192    0.004
##    Std.lv  Std.all      FMI
##                            
##    -0.506   -0.506    0.321
##                            
##    -0.550   -0.550    0.295
##                            
##    -0.039   -0.079    0.395
##     0.027    0.071    0.315
##    -0.015   -0.014    0.299
##     0.024    0.103    0.314
##    -0.371   -0.178    0.303
##    -0.053   -0.011    0.336
##    -0.008   -0.010    0.321
##     0.016    0.038    0.319
##    -0.001   -0.004    0.334
##                            
##     0.001    0.001    0.135
##     0.119    0.314    0.058
##     0.136    0.132    0.099
##    -0.002   -0.009    0.058
##    -0.023   -0.011    0.049
##     0.578    0.117    0.054
##    -0.022   -0.025    0.051
##     0.042    0.105    0.064
##    -0.016   -0.066    0.065
##    -0.544   -0.312    0.051
##    -0.369   -0.135    0.038
##                            
##    -0.424   -0.243    0.305
##     0.029    0.011    0.292
##                            
##    -0.090   -0.036    0.094
##     0.039    0.016    0.087
##     0.067    0.046    0.146
##    -0.040   -0.011    0.187
##    -0.128   -0.036    0.187
##                            
##     0.033    0.013    0.336
##     0.010    0.004    0.321
##     0.182    0.126    0.322
##    -0.052   -0.014    0.358
##     0.165    0.047    0.365
##                            
##    -0.003   -0.005    0.363
##     0.027    0.071    0.294
##     0.065    0.062    0.290
##     0.005    0.020    0.291
##    -0.200   -0.096    0.275
##     0.040    0.008    0.312
##    -0.017   -0.020    0.308
##     0.014    0.034    0.309
##    -0.002   -0.010    0.313
##                            
##    -0.000   -0.001    0.131
##     0.052    0.136    0.061
##     0.084    0.081    0.105
##     0.002    0.010    0.071
##     0.091    0.043    0.058
##     0.219    0.044    0.064
##    -0.022   -0.025    0.052
##     0.024    0.060    0.076
##    -0.013   -0.054    0.070
##    -0.428   -0.246    0.059
##    -0.127   -0.047    0.033
##                            
##    -0.319   -0.183    0.285
##     0.046    0.017    0.266
##                            
##    -0.015   -0.006    0.091
##    -0.015   -0.006    0.091
##     0.070    0.048    0.157
##    -0.023   -0.006    0.189
##    -0.061   -0.017    0.190
##                            
##     0.006    0.002    0.314
##     0.033    0.014    0.306
##     0.077    0.053    0.304
##     0.050    0.014    0.337
##    -0.075   -0.021    0.355
## 
## Covariances:
##                                     Estimate  Std.Err  z-value  P(>|z|)
##   Verbal_Fluency_Conservative.BL ~~                                    
##     Vrbl_Fln_C.FU1                     9.417    0.420   22.407    0.000
##  .MAT_Score.BL ~~                                                      
##    .MAT_Score.FU1                     27.289    0.868   31.424    0.000
##   COG_REYII_SCORE.BL ~~                                                
##     COG_REYII_SCOR                     0.605    0.029   21.026    0.000
##  .MEM_BL ~~                                                            
##    .EF_DELTA                           0.122    0.054    2.256    0.024
##  .EF_BL ~~                                                             
##    .MEM_DELTA                          0.645    0.062   10.326    0.000
##    .MEM_BL                             1.394    0.060   23.111    0.000
##  .EF_DELTA ~~                                                          
##    .MEM_DELTA                          0.330    0.050    6.624    0.000
##   Multimorbidity ~~                                                    
##     Education                         -0.522    0.060   -8.728    0.000
##     Income                            -0.187    0.022   -8.396    0.000
##     BMI                                1.578    0.098   16.179    0.000
##     Source.BL                          0.028    0.011    2.658    0.008
##     White                              0.003    0.005    0.683    0.495
##     Smoking                            0.207    0.026    7.986    0.000
##     Alcohol                           -0.471    0.056   -8.374    0.000
##     Depression                         1.673    0.094   17.809    0.000
##     Age_BL                             0.196    0.013   15.079    0.000
##     Language_BL                       -0.003    0.008   -0.320    0.749
##     Language_FU1                      -0.002    0.008   -0.274    0.784
##     Materil_dprvtn                     0.045    0.009    5.051    0.000
##     Social_deprvtn                     0.044    0.009    4.733    0.000
##     Physical_ctvty                    -0.277    0.017  -16.655    0.000
##     MatINT                             0.008    0.007    1.263    0.207
##     SocINT                            -0.008    0.007   -1.100    0.271
##   Education ~~                                                         
##     Income                             0.938    0.030   31.645    0.000
##     BMI                               -1.234    0.121  -10.176    0.000
##     Source.BL                         -0.150    0.014  -11.048    0.000
##     White                             -0.029    0.006   -5.122    0.000
##     Smoking                           -0.560    0.033  -16.955    0.000
##     Alcohol                            1.062    0.071   14.851    0.000
##     Depression                        -0.944    0.115   -8.209    0.000
##     Age_BL                            -0.155    0.016   -9.566    0.000
##     Language_BL                       -0.062    0.010   -5.983    0.000
##     Language_FU1                      -0.061    0.010   -5.931    0.000
##     Materil_dprvtn                    -0.296    0.012  -24.945    0.000
##     Social_deprvtn                    -0.090    0.012   -7.534    0.000
##     Physical_ctvty                     0.128    0.021    6.161    0.000
##     MatINT                             0.013    0.009    1.548    0.122
##     SocINT                            -0.004    0.009   -0.465    0.642
##   Income ~~                                                            
##     BMI                               -0.091    0.045   -2.009    0.045
##     Source.BL                         -0.053    0.005  -10.496    0.000
##     White                              0.011    0.002    5.006    0.000
##     Smoking                           -0.130    0.012  -10.618    0.000
##     Alcohol                            0.484    0.027   18.039    0.000
##     Depression                        -0.643    0.043  -14.795    0.000
##     Age_BL                            -0.052    0.006   -8.602    0.000
##     Language_BL                       -0.048    0.004  -12.386    0.000
##     Language_FU1                      -0.048    0.004  -12.361    0.000
##     Materil_dprvtn                    -0.125    0.004  -27.842    0.000
##     Social_deprvtn                    -0.089    0.005  -19.677    0.000
##     Physical_ctvty                     0.086    0.008   11.178    0.000
##     MatINT                             0.001    0.003    0.365    0.715
##     SocINT                             0.009    0.003    2.656    0.008
##   BMI ~~                                                               
##     Source.BL                         -0.221    0.022  -10.084    0.000
##     White                              0.063    0.009    6.837    0.000
##     Smoking                            0.217    0.053    4.118    0.000
##     Alcohol                           -0.757    0.114   -6.611    0.000
##     Depression                         0.527    0.185    2.843    0.004
##     Age_BL                            -0.345    0.026  -13.063    0.000
##     Language_BL                        0.011    0.017    0.667    0.504
##     Language_FU1                       0.007    0.017    0.439    0.661
##     Materil_dprvtn                     0.100    0.019    5.378    0.000
##     Social_deprvtn                     0.038    0.019    1.985    0.047
##     Physical_ctvty                    -0.281    0.034   -8.382    0.000
##     MatINT                            -0.011    0.014   -0.783    0.434
##     SocINT                            -0.012    0.014   -0.824    0.410
##   Source.BL ~~                                                         
##     White                              0.001    0.001    0.609    0.542
##     Smoking                            0.024    0.006    4.094    0.000
##     Alcohol                           -0.074    0.013   -5.836    0.000
##     Depression                         0.073    0.021    3.514    0.000
##     Age_BL                             0.017    0.003    5.713    0.000
##     Language_BL                       -0.003    0.002   -1.390    0.165
##     Language_FU1                      -0.002    0.002   -0.813    0.416
##     Materil_dprvtn                     0.041    0.002   19.407    0.000
##     Social_deprvtn                     0.000    0.002    0.024    0.981
##     Physical_ctvty                    -0.014    0.004   -3.766    0.000
##     MatINT                             0.002    0.002    1.121    0.262
##     SocINT                             0.001    0.002    0.502    0.616
##   White ~~                                                             
##     Smoking                            0.013    0.002    5.249    0.000
##     Alcohol                            0.048    0.006    8.591    0.000
##     Depression                        -0.017    0.009   -1.900    0.057
##     Age_BL                             0.002    0.001    1.882    0.060
##     Language_BL                        0.005    0.001    6.069    0.000
##     Language_FU1                       0.005    0.001    6.161    0.000
##     Materil_dprvtn                    -0.003    0.001   -2.889    0.004
##     Social_deprvtn                     0.003    0.001    3.151    0.002
##     Physical_ctvty                     0.002    0.002    1.064    0.288
##     MatINT                             0.000    0.001    0.293    0.769
##     SocINT                             0.001    0.001    1.780    0.075
##   Smoking ~~                                                           
##     Alcohol                            0.097    0.031    3.163    0.002
##     Depression                         0.353    0.050    7.058    0.000
##     Age_BL                            -0.032    0.007   -4.554    0.000
##     Language_BL                        0.029    0.004    6.552    0.000
##     Language_FU1                       0.030    0.005    6.650    0.000
##     Materil_dprvtn                     0.049    0.005    9.883    0.000
##     Social_deprvtn                     0.050    0.005    9.737    0.000
##     Physical_ctvty                    -0.066    0.009   -7.353    0.000
##     MatINT                            -0.004    0.004   -0.957    0.339
##     SocINT                             0.001    0.004    0.377    0.706
##   Alcohol ~~                                                           
##     Depression                        -0.602    0.108   -5.549    0.000
##     Age_BL                            -0.047    0.015   -3.100    0.002
##     Language_BL                        0.033    0.010    3.420    0.001
##     Language_FU1                       0.034    0.010    3.501    0.000
##     Materil_dprvtn                    -0.151    0.011  -13.845    0.000
##     Social_deprvtn                    -0.066    0.011   -5.904    0.000
##     Physical_ctvty                     0.138    0.019    7.097    0.000
##     MatINT                             0.007    0.008    0.932    0.351
##     SocINT                             0.002    0.008    0.266    0.790
##   Depression ~~                                                        
##     Age_BL                             0.102    0.025    4.091    0.000
##     Language_BL                        0.024    0.016    1.517    0.129
##     Language_FU1                       0.029    0.016    1.809    0.070
##     Materil_dprvtn                     0.097    0.018    5.540    0.000
##     Social_deprvtn                     0.134    0.018    7.362    0.000
##     Physical_ctvty                    -0.341    0.032  -10.634    0.000
##     MatINT                             0.002    0.013    0.177    0.859
##     SocINT                            -0.021    0.013   -1.592    0.111
##   Age_BL ~~                                                            
##     Language_BL                       -0.003    0.002   -1.395    0.163
##     Language_FU1                      -0.003    0.002   -1.207    0.227
##     Materil_dprvtn                    -0.004    0.002   -1.789    0.074
##     Social_deprvtn                     0.012    0.003    4.595    0.000
##     Physical_ctvty                    -0.100    0.005  -21.820    0.000
##     MatINT                             0.001    0.002    0.747    0.455
##     SocINT                             0.001    0.002    0.770    0.442
##   Language_BL ~~                                                       
##     Language_FU1                       0.130    0.002   65.547    0.000
##     Materil_dprvtn                     0.024    0.002   15.004    0.000
##     Social_deprvtn                     0.023    0.002   13.736    0.000
##     Physical_ctvty                    -0.003    0.003   -1.111    0.267
##     MatINT                             0.001    0.001    0.670    0.503
##     SocINT                             0.001    0.001    0.897    0.370
##   Language_FU1 ~~                                                      
##     Materil_dprvtn                     0.024    0.002   14.708    0.000
##     Social_deprvtn                     0.022    0.002   13.350    0.000
##     Physical_ctvty                    -0.003    0.003   -1.101    0.271
##     MatINT                             0.001    0.001    0.482    0.630
##     SocINT                             0.001    0.001    0.895    0.371
##   Material_deprivation ~~                                              
##     Social_deprvtn                     0.011    0.002    5.929    0.000
##     Physical_ctvty                    -0.008    0.003   -2.645    0.008
##     MatINT                            -0.002    0.001   -1.465    0.143
##     SocINT                             0.000    0.001    0.287    0.774
##   Social_deprivation ~~                                                
##     Physical_ctvty                    -0.030    0.003   -9.154    0.000
##     MatINT                             0.000    0.001    0.108    0.914
##     SocINT                             0.001    0.001    1.061    0.289
##   Physical_activity ~~                                                 
##     MatINT                             0.013    0.002    6.027    0.000
##     SocINT                             0.019    0.002    8.412    0.000
##   MatINT ~~                                                            
##     SocINT                             0.007    0.001    7.888    0.000
##  ci.lower ci.upper   Std.lv  Std.all      FMI
##                                              
##     8.593   10.241    9.417    0.437    0.184
##                                              
##    25.587   28.991   27.289    0.548    0.199
##                                              
##     0.549    0.661    0.605    0.273    0.289
##                                              
##     0.016    0.228    0.098    0.098    0.308
##                                              
##     0.522    0.767    0.193    0.193    0.305
##     1.276    1.512    0.399    0.399    0.071
##                                              
##     0.233    0.428    0.278    0.278    0.329
##                                              
##    -0.639   -0.405   -0.522   -0.098    0.102
##    -0.231   -0.144   -0.187   -0.097    0.136
##     1.387    1.769    1.578    0.184    0.094
##     0.007    0.049    0.028    0.029    0.069
##    -0.006    0.012    0.003    0.008    0.095
##     0.156    0.258    0.207    0.090    0.097
##    -0.581   -0.361   -0.471   -0.095    0.109
##     1.489    1.857    1.673    0.206    0.116
##     0.170    0.221    0.196    0.170    0.082
##    -0.019    0.013   -0.003   -0.004    0.084
##    -0.018    0.014   -0.002   -0.003    0.095
##     0.028    0.063    0.045    0.057    0.111
##     0.026    0.063    0.044    0.054    0.125
##    -0.310   -0.244   -0.277   -0.199    0.179
##    -0.005    0.022    0.008    0.015    0.220
##    -0.021    0.006   -0.008   -0.013    0.239
##                                              
##     0.880    0.996    0.938    0.367    0.048
##    -1.472   -0.997   -1.234   -0.109    0.006
##    -0.176   -0.123   -0.150   -0.119    0.004
##    -0.041   -0.018   -0.029   -0.055    0.008
##    -0.625   -0.495   -0.560   -0.184    0.012
##     0.922    1.202    1.062    0.162    0.030
##    -1.170   -0.719   -0.944   -0.088    0.013
##    -0.187   -0.124   -0.155   -0.102    0.004
##    -0.082   -0.042   -0.062   -0.064    0.005
##    -0.082   -0.041   -0.061   -0.064    0.018
##    -0.319   -0.273   -0.296   -0.282    0.045
##    -0.113   -0.066   -0.090   -0.083    0.053
##     0.087    0.169    0.128    0.070    0.116
##    -0.004    0.030    0.013    0.018    0.178
##    -0.021    0.013   -0.004   -0.005    0.177
##                                              
##    -0.180   -0.002   -0.091   -0.022    0.055
##    -0.063   -0.043   -0.053   -0.115    0.045
##     0.006    0.015    0.011    0.055    0.044
##    -0.154   -0.106   -0.130   -0.117    0.059
##     0.432    0.537    0.484    0.203    0.068
##    -0.728   -0.557   -0.643   -0.164    0.056
##    -0.064   -0.040   -0.052   -0.094    0.049
##    -0.056   -0.040   -0.048   -0.136    0.042
##    -0.056   -0.040   -0.048   -0.136    0.051
##    -0.133   -0.116   -0.125   -0.325    0.082
##    -0.098   -0.080   -0.089   -0.224    0.086
##     0.071    0.102    0.086    0.129    0.139
##    -0.005    0.007    0.001    0.004    0.189
##     0.002    0.015    0.009    0.031    0.193
##                                              
##    -0.264   -0.178   -0.221   -0.108    0.003
##     0.045    0.081    0.063    0.073    0.000
##     0.113    0.320    0.217    0.044    0.010
##    -0.981   -0.532   -0.757   -0.071    0.028
##     0.164    0.890    0.527    0.030    0.010
##    -0.397   -0.293   -0.345   -0.140    0.003
##    -0.022    0.044    0.011    0.007    0.003
##    -0.025    0.040    0.007    0.005    0.014
##     0.063    0.136    0.100    0.059    0.047
##     0.000    0.076    0.038    0.022    0.051
##    -0.347   -0.216   -0.281   -0.095    0.111
##    -0.038    0.016   -0.011   -0.009    0.171
##    -0.039    0.016   -0.012   -0.010    0.168
##                                              
##    -0.001    0.003    0.001    0.006   -0.000
##     0.013    0.036    0.024    0.044    0.007
##    -0.099   -0.049   -0.074   -0.063    0.024
##     0.032    0.113    0.073    0.038    0.007
##     0.011    0.022    0.017    0.061   -0.000
##    -0.006    0.001   -0.003   -0.015   -0.000
##    -0.005    0.002   -0.002   -0.009    0.013
##     0.037    0.045    0.041    0.215    0.040
##    -0.004    0.004    0.000    0.000    0.047
##    -0.021   -0.007   -0.014   -0.042    0.108
##    -0.001    0.005    0.002    0.013    0.165
##    -0.002    0.004    0.001    0.006    0.165
##                                              
##     0.008    0.018    0.013    0.056    0.005
##     0.037    0.059    0.048    0.095    0.074
##    -0.034    0.001   -0.017   -0.020    0.017
##    -0.000    0.005    0.002    0.020   -0.000
##     0.003    0.006    0.005    0.065   -0.000
##     0.003    0.006    0.005    0.066    0.012
##    -0.004   -0.001   -0.003   -0.031    0.035
##     0.001    0.005    0.003    0.034    0.039
##    -0.001    0.005    0.002    0.012    0.121
##    -0.001    0.001    0.000    0.003    0.167
##    -0.000    0.003    0.001    0.021    0.167
##                                              
##     0.037    0.158    0.097    0.034    0.034
##     0.255    0.451    0.353    0.076    0.013
##    -0.046   -0.018   -0.032   -0.049    0.008
##     0.021    0.038    0.029    0.070    0.007
##     0.021    0.039    0.030    0.072    0.019
##     0.039    0.059    0.049    0.108    0.042
##     0.040    0.060    0.050    0.107    0.046
##    -0.084   -0.049   -0.066   -0.083    0.115
##    -0.011    0.004   -0.004   -0.011    0.162
##    -0.006    0.009    0.001    0.004    0.164
##                                              
##    -0.815   -0.389   -0.602   -0.060    0.031
##    -0.077   -0.017   -0.047   -0.033    0.022
##     0.014    0.052    0.033    0.037    0.013
##     0.015    0.053    0.034    0.038    0.024
##    -0.172   -0.130   -0.151   -0.154    0.062
##    -0.088   -0.044   -0.066   -0.065    0.067
##     0.100    0.177    0.138    0.081    0.121
##    -0.008    0.023    0.007    0.011    0.183
##    -0.014    0.018    0.002    0.003    0.176
##                                              
##     0.053    0.151    0.102    0.044    0.009
##    -0.007    0.055    0.024    0.016    0.005
##    -0.002    0.060    0.029    0.019    0.017
##     0.063    0.132    0.097    0.060    0.047
##     0.098    0.169    0.134    0.080    0.048
##    -0.404   -0.278   -0.341   -0.121    0.120
##    -0.023    0.028    0.002    0.002    0.174
##    -0.048    0.005   -0.021   -0.019    0.175
##                                              
##    -0.007    0.001   -0.003   -0.015   -0.000
##    -0.007    0.002   -0.003   -0.013    0.011
##    -0.009    0.000   -0.004   -0.019    0.042
##     0.007    0.017    0.012    0.050    0.047
##    -0.109   -0.091   -0.100   -0.251    0.093
##    -0.002    0.005    0.001    0.009    0.156
##    -0.002    0.005    0.001    0.009    0.156
##                                              
##     0.126    0.134    0.130    0.977    0.005
##     0.021    0.027    0.024    0.165    0.044
##     0.019    0.026    0.023    0.152    0.050
##    -0.009    0.002   -0.003   -0.012    0.090
##    -0.002    0.003    0.001    0.008    0.147
##    -0.001    0.003    0.001    0.010    0.147
##                                              
##     0.020    0.027    0.024    0.163    0.055
##     0.019    0.025    0.022    0.148    0.058
##    -0.009    0.002   -0.003   -0.012    0.096
##    -0.002    0.003    0.001    0.006    0.153
##    -0.001    0.003    0.001    0.010    0.152
##                                              
##     0.007    0.014    0.011    0.065    0.048
##    -0.015   -0.002   -0.008   -0.030    0.141
##    -0.004    0.001   -0.002   -0.017    0.164
##    -0.002    0.003    0.000    0.003    0.164
##                                              
##    -0.036   -0.023   -0.030   -0.105    0.127
##    -0.002    0.003    0.000    0.001    0.144
##    -0.001    0.004    0.001    0.012    0.144
##                                              
##     0.009    0.018    0.013    0.069    0.143
##     0.015    0.023    0.019    0.097    0.142
##                                              
##     0.005    0.009    0.007    0.091    0.143
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .EF_BL     (e4)   20.817    0.446   46.642    0.000   19.942   21.692
##    .MEM_BL    (f4)    2.899    0.104   27.757    0.000    2.695    3.104
##    .EF_DELTA  (l4)    2.403    0.650    3.695    0.000    1.128    3.677
##    .MEM_DELTA (n4)    1.910    0.120   15.928    0.000    1.675    2.146
##     Mltmrbdty         2.893    0.022  129.448    0.000    2.849    2.937
##     Education        -0.829    0.028  -29.456    0.000   -0.884   -0.774
##     Income           -0.075    0.011   -7.093    0.000   -0.095   -0.054
##     BMI              27.627    0.046  606.249    0.000   27.537   27.716
##     Source.BL         1.354    0.005  266.289    0.000    1.344    1.364
##     White             0.457    0.002  211.979    0.000    0.453    0.461
##     Smoking          -0.471    0.012  -38.383    0.000   -0.495   -0.447
##     Alcohol          -0.865    0.027  -32.518    0.000   -0.917   -0.813
##     Depressin         0.580    0.043   13.400    0.000    0.495    0.664
##     Age_BL            0.000    0.006    0.000    1.000   -0.012    0.012
##     Langug_BL         1.159    0.004  298.102    0.000    1.151    1.167
##     Langg_FU1         1.158    0.004  297.370    0.000    1.150    1.165
##     Mtrl_dprv         0.027    0.004    6.326    0.000    0.019    0.036
##     Scl_dprvt         0.039    0.004    8.679    0.000    0.030    0.047
##     Physcl_ct         0.031    0.008    3.992    0.000    0.016    0.046
##     MatINT           -0.006    0.003   -1.936    0.053   -0.012    0.000
##     SocINT           -0.027    0.003   -8.430    0.000   -0.034   -0.021
##    Std.lv  Std.all      FMI
##     5.177    5.177    0.054
##     2.429    2.429    0.060
##     1.833    1.833    0.319
##     1.527    1.527    0.288
##     2.893    1.441    0.088
##    -0.829   -0.314    0.004
##    -0.075   -0.077    0.047
##    27.627    6.457    0.003
##     1.354    2.831   -0.000
##     0.457    2.254   -0.000
##    -0.471   -0.410    0.007
##    -0.865   -0.350    0.022
##     0.580    0.143    0.007
##     0.000    0.000   -0.000
##     1.159    3.170   -0.000
##     1.158    3.179    0.010
##     0.027    0.069    0.039
##     0.039    0.094    0.044
##     0.031    0.045    0.093
##    -0.006   -0.022    0.148
##    -0.027   -0.097    0.147
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .EF_BL     (g4)    9.969    0.391   25.468    0.000    9.202   10.736
##    .MEM_BL    (h4)    1.226    0.021   57.102    0.000    1.184    1.268
##     Vr_F_C.BL (i4)   21.570    0.407   52.989    0.000   20.772   22.368
##     V_F_C.FU1 (i4)   21.570    0.407   52.989    0.000   20.772   22.368
##    .MAT_Sc.BL (j4)   49.834    0.829   60.079    0.000   48.208   51.460
##    .MAT_S.FU1 (j4)   49.834    0.829   60.079    0.000   48.208   51.460
##     COG_REYII (k4)    2.213    0.027   82.901    0.000    2.161    2.265
##     COG_REYII (k4)    2.213    0.027   82.901    0.000    2.161    2.265
##    .EF_DELTA  (m4)    1.260    0.307    4.102    0.000    0.658    1.862
##    .MEM_DELTA (o4)    1.121    0.022   51.492    0.000    1.079    1.164
##     Mltmrbdty         4.030    0.064   63.141    0.000    3.905    4.155
##     Education         6.983    0.105   66.354    0.000    6.777    7.190
##     Income            0.934    0.014   64.417    0.000    0.905    0.962
##     BMI              18.305    0.276   66.369    0.000   17.765   18.846
##     Source.BL         0.229    0.003   66.502    0.000    0.222    0.235
##     White             0.041    0.001   66.502    0.000    0.040    0.042
##     Smoking           1.320    0.020   66.250    0.000    1.281    1.359
##     Alcohol           6.119    0.093   65.645    0.000    5.937    6.302
##     Depressin        16.421    0.248   66.249    0.000   15.935   16.907
##     Age_BL            0.330    0.005   66.502    0.000    0.320    0.340
##     Langug_BL         0.134    0.002   66.502    0.000    0.130    0.138
##     Langg_FU1         0.133    0.002   65.880    0.000    0.129    0.137
##     Mtrl_dprv         0.158    0.002   64.875    0.000    0.153    0.162
##     Scl_dprvt         0.168    0.003   64.916    0.000    0.163    0.173
##     Physcl_ct         0.480    0.008   62.969    0.000    0.465    0.495
##     MatINT            0.076    0.001   61.577    0.000    0.074    0.079
##     SocINT            0.080    0.001   61.577    0.000    0.078    0.083
##    Std.lv  Std.all      FMI
##     0.617    0.617    0.078
##     0.861    0.861    0.072
##    21.570    0.572    0.123
##    21.570    0.601    0.123
##    49.834    0.654    0.118
##    49.834    0.681    0.118
##     2.213    0.608    0.174
##     2.213    0.577    0.174
##     0.733    0.733    0.341
##     0.717    0.717    0.247
##     4.030    1.000    0.099
##     6.983    1.000    0.004
##     0.934    1.000    0.062
##    18.305    1.000    0.004
##     0.229    1.000   -0.000
##     0.041    1.000   -0.000
##     1.320    1.000    0.008
##     6.119    1.000    0.025
##    16.421    1.000    0.008
##     0.330    1.000   -0.000
##     0.134    1.000   -0.000
##     0.133    1.000    0.019
##     0.158    1.000    0.048
##     0.168    1.000    0.047
##     0.480    1.000    0.103
##     0.076    1.000    0.143
##     0.080    1.000    0.143

6) Graph Set-Up

For Main Effects Model

#Determine Parameter Estimates 
param2<-as.data.frame(parameterEstimates(mdl4_multi_fit))

  #Group 1 (Males 45-64 years)
EF_BL_Mat_b5<-param2[70,7] #Baseline EF MAT slope
EF_BL_Soc_b5<-param2[71,7] #Baseline EF SOC slope
EF_BL_PA_b5<-param2[72,7] #Baseline EF PA slope
EF_BL_Mat_b5_se<-param2[70,8] #Baseline EF MAT slope standard error
EF_BL_Soc_b5_se<-param2[71,8] #Baseline EF SOC slope standard error
EF_BL_PA_b5_se<-param2[72,8] #Baseline EF PA slope standard error


EF_Delta_Mat_b5<-param2[73,7] #Delta EF MAT slope
EF_Delta_Soc_b5<-param2[74,7] #Delta EF SOC slope
EF_Delta_PA_b5<-param2[75,7] #Delta EF PA slope
EF_Delta_Mat_b5_se<-param2[73,8] #Delta EF MAT slope standard error
EF_Delta_Soc_b5_se<-param2[74,8] #Delta EF SOC slope standard error
EF_Delta_PA_b5_se<-param2[75,8] #Delta EF PA slope standard error

Mem_BL_Mat_b5<-param2[98,7] #Baseline Memory MAT slope
Mem_BL_Soc_b5<-param2[99,7] #Baseline Memory SOC slope
Mem_BL_PA_b5<-param2[100,7] #Baseline Memory PA slope
Mem_BL_Mat_b5_se<-param2[98,8] #Baseline Memory MAT slope standard error
Mem_BL_Soc_b5_se<-param2[99,8] #Baseline Memory SOC slope standard error
Mem_BL_PA_b5_se<-param2[100,8] #Baseline Memory PA slope standard error


Mem_Delta_Mat_b5<-param2[101,7] #Delta Memory MAT slope
Mem_Delta_Soc_b5<-param2[102,7] #Delta Memory SOC slope
Mem_Delta_PA_b5<-param2[103,7] #Delta Memory PA slope
Mem_Delta_Mat_b5_se<-param2[101,8] #Delta Memory MAT slope standard error
Mem_Delta_Soc_b5_se<-param2[102,8] #Delta Memory SOC slope standard error
Mem_Delta_PA_b5_se<-param2[103,8] #Delta Memory PA slope standard error



#Group 2 (65+ females)
EF_BL_Mat_b6<-param2[309,7] #Baseline EF MAT slope
EF_BL_Soc_b6<-param2[310,7] #Baseline EF SOC slope
EF_BL_PA_b6<-param2[311,7] #Baseline EF PA slope
EF_BL_Mat_b6_se<-param2[309,8] #Baseline EF MAT slope standard error
EF_BL_Soc_b6_se<-param2[310,8] #Baseline EF SOC slope standard error
EF_BL_PA_b6_se<-param2[311,8] #Baseline EF PA slope standard error


EF_Delta_Mat_b6<-param2[312,7] #Delta EF MAT slope
EF_Delta_Soc_b6<-param2[313,7] #Delta EF SOC slope
EF_Delta_PA_b6<-param2[314,7] #Delta EF PA slope
EF_Delta_Mat_b6_se<-param2[312,8] #Delta EF MAT slope standard error
EF_Delta_Soc_b6_se<-param2[313,8] #Delta EF SOC slope standard error
EF_Delta_PA_b6_se<-param2[314,8] #Delta EF PA slope standard error


Mem_BL_Mat_b6<-param2[337,7] #Baseline Memory MAT slope
Mem_BL_Soc_b6<-param2[338,7] #Baseline Memory SOC slope
Mem_BL_PA_b6<-param2[339,7] #Baseline Memory PA slope
Mem_BL_Mat_b6_se<-param2[337,8] #Baseline Memory MAT slope standard error
Mem_BL_Soc_b6_se<-param2[338,8] #Baseline Memory SOC slope standard error
Mem_BL_PA_b6_se<-param2[339,8] #Baseline Memory PA slope standard error


Mem_Delta_Mat_b6<-param2[340,7] #Delta Memory MAT slope
Mem_Delta_Soc_b6<-param2[341,7] #Delta Memory SOC slope
Mem_Delta_PA_b6<-param2[342,7] #Delta Memory PA slope
Mem_Delta_Mat_b6_se<-param2[340,8] #Delta Memory MAT slope standard error
Mem_Delta_Soc_b6_se<-param2[341,8] #Delta Memory SOC slope standard error
Mem_Delta_PA_b6_se<-param2[342,8] #Delta Memory PA slope standard error


#Group 3 (45-64 females)
EF_BL_Mat_b7<-param2[548,7] #Baseline EF MAT slope
EF_BL_Soc_b7<-param2[549,7] #Baseline EF SOC slope
EF_BL_PA_b7<-param2[550,7] #Baseline EF PA slope
EF_BL_Mat_b7_se<-param2[548,8] #Baseline EF MAT slope standard error
EF_BL_Soc_b7_se<-param2[549,8] #Baseline EF SOC slope standard error
EF_BL_PA_b7_se<-param2[550,8] #Baseline EF PA slope standard error


EF_Delta_Mat_b7<-param2[551,7] #Delta EF MAT slope
EF_Delta_Soc_b7<-param2[552,7] #Delta EF SOC slope
EF_Delta_PA_b7<-param2[553,7] #Delta EF PA slope
EF_Delta_Mat_b7_se<-param2[551,8] #Delta EF MAT slope standard error
EF_Delta_Soc_b7_se<-param2[552,8] #Delta EF SOC slope standard error
EF_Delta_PA_b7_se<-param2[553,8] #Delta EF PA slope standard error


Mem_BL_Mat_b7<-param2[576,7] #Baseline Memory MAT slope
Mem_BL_Soc_b7<-param2[577,7] #Baseline Memory SOC slope
Mem_BL_PA_b7<-param2[578,7] #Baseline Memory PA slope
Mem_BL_Mat_b7_se<-param2[576,8] #Baseline Memory MAT slope standard error
Mem_BL_Soc_b7_se<-param2[577,8] #Baseline Memory SOC slope standard error
Mem_BL_PA_b7_se<-param2[578,8] #Baseline Memory PA slope standard error


Mem_Delta_Mat_b7<-param2[579,7] #Delta Memory MAT slope
Mem_Delta_Soc_b7<-param2[580,7] #Delta Memory SOC slope
Mem_Delta_PA_b7<-param2[581,7] #Delta Memory PA slope
Mem_Delta_Mat_b7_se<-param2[579,8] #Delta Memory MAT slope standard error
Mem_Delta_Soc_b7_se<-param2[580,8] #Delta Memory SOC slope standard error
Mem_Delta_PA_b7_se<-param2[581,8] #Delta Memory PA slope standard error


#Group 4 (65+ Males)
EF_BL_Mat_b8<-param2[787,7] #Baseline EF MAT slope
EF_BL_Soc_b8<-param2[788,7] #Baseline EF SOC slope
EF_BL_PA_b8<-param2[789,7] #Baseline EF PA slope
EF_BL_Mat_b8_se<-param2[787,8] #Baseline EF MAT slope standard error
EF_BL_Soc_b8_se<-param2[788,8] #Baseline EF SOC slope standard error
EF_BL_PA_b8_se<-param2[789,8] #Baseline EF PA slope standard error


EF_Delta_Mat_b8<-param2[790,7] #Delta EF MAT slope
EF_Delta_Soc_b8<-param2[791,7] #Delta EF SOC slope
EF_Delta_PA_b8<-param2[792,7] #Delta EF PA slope
EF_Delta_Mat_b8_se<-param2[790,8] #Delta EF MAT slope standard error
EF_Delta_Soc_b8_se<-param2[791,8] #Delta EF SOC slope standard error
EF_Delta_PA_b8_se<-param2[792,8] #Delta EF PA slope standard error


Mem_BL_Mat_b8<-param2[815,7] #Baseline Memory MAT slope
Mem_BL_Soc_b8<-param2[816,7] #Baseline Memory SOC slope
Mem_BL_PA_b8<-param2[817,7] #Baseline Memory PA slope
Mem_BL_Mat_b8_se<-param2[815,8] #Baseline Memory MAT slope standard error
Mem_BL_Soc_b8_se<-param2[816,8] #Baseline Memory SOC slope standard error
Mem_BL_PA_b8_se<-param2[817,8] #Baseline Memory PA slope standard error


Mem_Delta_Mat_b8<-param2[818,7] #Delta Memory MAT slope
Mem_Delta_Soc_b8<-param2[819,7] #Delta Memory SOC slope
Mem_Delta_PA_b8<-param2[820,7] #Delta Memory PA slope
Mem_Delta_Mat_b8_se<-param2[818,8] #Delta Memory MAT slope standard error
Mem_Delta_Soc_b8_se<-param2[819,8] #Delta Memory SOC slope standard error
Mem_Delta_PA_b8_se<-param2[820,8] #Delta Memory PA slope standard error

For Interaction Model

#Determine parameter estimates
param<-as.data.frame(parameterEstimates(mdl_int2_age_sex_fit))
COV<-vcov(mdl_int2_age_sex_fit)


  #Group 1 (45-64 males)
EF_BL_Mat_b1<-param[72,7] #Baseline EF MAT slope
EF_BL_Soc_b1<-param[73,7] #Baseline EF SOC slope
EF_BL_PA_b1<-param[74,7] #Baseline EF PA slope
EF_BL_Mat_b1_se<-param[72,8] #Baseline EF MAT slope standard error
EF_BL_Soc_b1_se<-param[73,8] #Baseline EF SOC slope standard error
EF_BL_PA_b1_se<-param[74,8] #Baseline EF PA slope standard error
EF_BL_MatINT_b1<-param[75,7] #Baseline EF PA X MAT slope
EF_BL_SocINT_b1<-param[76,7] #Baseline EF PA X SOC slope
EF_BL_Mat_var1<-COV[49,49] #Baseline EF MAT variance
EF_BL_Soc_var1<-COV[50,50] #Baseline EF SOC variance
EF_BL_PA_var1<-COV[51,51] #Baseline EF PA variance
EF_BL_MatINT_var1<-COV[52,52] #Baseline EF PA X MAT variance
EF_BL_SocINT_var1<-COV[53,53] #Baseline EF PA X SOC variance
EF_BL_MatINT_cov1<-COV[49,52] #Baseline EF MAT and PA X MAT covariance
EF_BL_SocINT_cov1<-COV[50,53] #Baseline EF SOC and PA X SOC covariance


EF_Delta_Mat_b1<-param[77,7] #Delta EF MAT slope
EF_Delta_Soc_b1<-param[78,7] #Delta EF SOC slope
EF_Delta_PA_b1<-param[79,7] #Delta EF PA slope
EF_Delta_Mat_b1_se<-param[77,8] #Delta EF MAT slope standard error
EF_Delta_Soc_b1_se<-param[78,8] #Delta EF SOC slope standard error
EF_Delta_PA_b1_se<-param[79,8] #Delta EF PA slope standard error
EF_Delta_MatINT_b1<-param[80,7] #Delta EF PA X MAT slope
EF_Delta_SocINT_b1<-param[81,7] #Delta EF PA X SOC slope
EF_Delta_Mat_var1<-COV[54,54] #Delta EF MAT variance
EF_Delta_Soc_var1<-COV[55,55] #Delta EF SOC variance
EF_Delta_PA_var1<-COV[56,56] #Delta EF PA variance
EF_Delta_MatINT_var1<-COV[57,57] #Delta EF PA X MAT variance
EF_Delta_SocINT_var1<-COV[58,58] #Delta EF PA X SOC variance
EF_Delta_MatINT_cov1<-COV[54,57] #Delta EF MAT and PA X MAT covariance
EF_Delta_SocINT_cov1<-COV[55,58] #Delta EF SOC and PA X SOC covariance

Mem_BL_Mat_b1<-param[104,7] #Baseline Memory MAT slope
Mem_BL_Soc_b1<-param[105,7] #Baseline Memory SOC slope
Mem_BL_PA_b1<-param[106,7] #Baseline Memory PA slope
Mem_BL_Mat_b1_se<-param[104,8] #Baseline Memory MAT slope standard error
Mem_BL_Soc_b1_se<-param[105,8] #Baseline Memory SOC slope standard error
Mem_BL_PA_b1_se<-param[106,8] #Baseline Memory PA slope standard error
Mem_BL_MatINT_b1<-param[107,7] #Baseline Memory PA X MAT slope
Mem_BL_SocINT_b1<-param[108,7] #Baseline Memory PA X SOC slope
Mem_BL_Mat_var1<-COV[81,81] #Baseline Memory MAT variance
Mem_BL_Soc_var1<-COV[82,82] #Baseline Memory SOC variance
Mem_BL_PA_var1<-COV[83,83] #Baseline Memory PA variance
Mem_BL_MatINT_var1<-COV[84,84] #Baseline Memory PA X MAT variance
Mem_BL_SocINT_var1<-COV[85,85] #Baseline Memory PA X SOC variance
Mem_BL_MatINT_cov1<-COV[81,84] #Baseline Memory MAT and PA X MAT covariance
Mem_BL_SocINT_cov1<-COV[82,85] #Baseline Memory SOC and PA X SOC covariance

Mem_Delta_Mat_b1<-param[109,7] #Delta Memory MAT slope
Mem_Delta_Soc_b1<-param[110,7] #Delta Memory SOC slope
Mem_Delta_PA_b1<-param[111,7] #Delta Memory PA slope
Mem_Delta_Mat_b1_se<-param[109,8] #Delta Memory MAT slope standard error
Mem_Delta_Soc_b1_se<-param[110,8] #Delta Memory SOC slope standard error
Mem_Delta_PA_b1_se<-param[111,8] #Delta Memory PA slope standard error
Mem_Delta_MatINT_b1<-param[112,7] #Delta Memory PA X MAT slope
Mem_Delta_SocINT_b1<-param[113,7] #Delta Memory PA X SOC slope
Mem_Delta_Mat_var1<-COV[86,86] #Delta Memory MAT variance
Mem_Delta_Soc_var1<-COV[87,87] #Delta Memory SOC variance
Mem_Delta_PA_var1<-COV[88,88] #Delta Memory PA variance
Mem_Delta_MatINT_var1<-COV[89,89] #Delta Memory PA X MAT variance
Mem_Delta_SocINT_var1<-COV[90,90] #Delta Memory PA X SOC variance
Mem_Delta_MatINT_cov1<-COV[86,89] #Delta Memory MAT and PA X MAT covariance
Mem_Delta_SocINT_cov1<-COV[87,90] #Delta Memory SOC and PA X SOC covariance


  #Group 2 (65+ females)
EF_BL_Mat_b2<-param[356,7] #Baseline EF MAT slope
EF_BL_Soc_b2<-param[357,7] #Baseline EF SOC slope
EF_BL_PA_b2<-param[358,7] #Baseline EF PA slope
EF_BL_Mat_b2_se<-param[356,8] #Baseline EF MAT slope standard error
EF_BL_Soc_b2_se<-param[357,8] #Baseline EF SOC slope standard error
EF_BL_PA_b2_se<-param[358,8] #Baseline EF PA slope standard error
EF_BL_MatINT_b2<-param[359,7] #Baseline EF PA X MAT slope
EF_BL_SocINT_b2<-param[360,7] #Baseline EF PA X SOC slope
EF_BL_Mat_var2<-COV[310,310] #Baseline EF MAT variance
EF_BL_Soc_var2<-COV[311,311] #Baseline EF SOC variance
EF_BL_PA_var2<-COV[312,312] #Baseline EF PA variance
EF_BL_MatINT_var2<-COV[313,313] #Baseline EF PA X MAT variance
EF_BL_SocINT_var2<-COV[314,314] #Baseline EF PA X SOC variance
EF_BL_MatINT_cov2<-COV[310,313] #Baseline EF MAT and PA X MAT covariance
EF_BL_SocINT_cov2<-COV[311,314] #Baseline EF SOC and PA X SOC covariance

EF_Delta_Mat_b2<-param[361,7] #Delta EF MAT slope
EF_Delta_Soc_b2<-param[362,7] #Delta EF SOC slope
EF_Delta_PA_b2<-param[363,7] #Delta EF PA slope
EF_Delta_Mat_b2_se<-param[361,8] #Delta EF MAT slope standard error
EF_Delta_Soc_b2_se<-param[362,8] #Delta EF SOC slope standard error
EF_Delta_PA_b2_se<-param[363,8] #Delta EF PA slope standard error
EF_Delta_MatINT_b2<-param[364,7] #Delta EF PA X MAT slope
EF_Delta_SocINT_b2<-param[365,7] #Delta EF PA X SOC slope
EF_Delta_Mat_var2<-COV[315,315] #Delta EF MAT variance
EF_Delta_Soc_var2<-COV[316,316] #Delta EF SOC variance
EF_Delta_PA_var2<-COV[317,317] #Delta EF PA variance
EF_Delta_MatINT_var2<-COV[318,318] #Delta EF PA X MAT variance
EF_Delta_SocINT_var2<-COV[319,319] #Delta EF PA X SOC variance
EF_Delta_MatINT_cov2<-COV[315,318] #Delta EF MAT and PA X MAT covariance
EF_Delta_SocINT_cov2<-COV[316,319] #Delta EF SOC and PA X SOC covariance

Mem_BL_Mat_b2<-param[388,7] #Baseline Memory MAT slope
Mem_BL_Soc_b2<-param[389,7] #Baseline Memory SOC slope
Mem_BL_PA_b2<-param[390,7] #Baseline Memory PA slope
Mem_BL_Mat_b2_se<-param[388,8] #Baseline Memory MAT slope standard error
Mem_BL_Soc_b2_se<-param[389,8] #Baseline Memory SOC slope standard error
Mem_BL_PA_b2_se<-param[390,8] #Baseline Memory PA slope standard error
Mem_BL_MatINT_b2<-param[391,7] #Baseline Memory PA X MAT slope
Mem_BL_SocINT_b2<-param[392,7] #Baseline Memory PA X SOC slope
Mem_BL_Mat_var2<-COV[342,342] #Baseline Memory MAT variance
Mem_BL_Soc_var2<-COV[343,343] #Baseline Memory SOC variance
Mem_BL_PA_var2<-COV[344,344] #Baseline Memory PA variance
Mem_BL_MatINT_var2<-COV[345,345] #Baseline Memory PA X MAT variance
Mem_BL_SocINT_var2<-COV[346,346] #Baseline Memory PA X SOC variance
Mem_BL_MatINT_cov2<-COV[342,345] #Baseline Memory MAT and PA X MAT covariance
Mem_BL_SocINT_cov2<-COV[343,346] #Baseline Memory SOC and PA X SOC covariance

Mem_Delta_Mat_b2<-param[393,7] #Delta Memory MAT slope
Mem_Delta_Soc_b2<-param[394,7] #Delta Memory SOC slope
Mem_Delta_PA_b2<-param[395,7] #Delta Memory PA slope
Mem_Delta_Mat_b2_se<-param[393,8] #Delta Memory MAT slope standard error
Mem_Delta_Soc_b2_se<-param[394,8] #Delta Memory SOC slope standard error
Mem_Delta_PA_b2_se<-param[395,8] #Delta Memory PA slope standard error
Mem_Delta_MatINT_b2<-param[396,7] #Delta Memory PA X MAT slope
Mem_Delta_SocINT_b2<-param[397,7] #Delta Memory PA X SOC slope
Mem_Delta_Mat_var2<-COV[347,347] #Delta Memory MAT variance
Mem_Delta_Soc_var2<-COV[348,348] #Delta Memory SOC variance
Mem_Delta_PA_var2<-COV[349,349] #Delta Memory PA variance
Mem_Delta_MatINT_var2<-COV[350,350] #Delta Memory PA X MAT variance
Mem_Delta_SocINT_var2<-COV[351,351] #Delta Memory PA X SOC variance
Mem_Delta_MatINT_cov2<-COV[347,350] #Delta Memory MAT and PA X MAT covariance
Mem_Delta_SocINT_cov2<-COV[348,351] #Delta Memory SOC and PA X SOC covariance

  #Group 3 (45-64 females)
EF_BL_Mat_b3<-param[640,7] #Baseline EF MAT slope
EF_BL_Soc_b3<-param[641,7] #Baseline EF SOC slope
EF_BL_PA_b3<-param[642,7] #Baseline EF PA slope
EF_BL_Mat_b3_se<-param[640,8] #Baseline EF MAT slope standard error
EF_BL_Soc_b3_se<-param[641,8] #Baseline EF SOC slope standard error
EF_BL_PA_b3_se<-param[642,8] #Baseline EF PA slope standard error
EF_BL_MatINT_b3<-param[643,7] #Baseline EF PA X MAT slope
EF_BL_SocINT_b3<-param[644,7] #Baseline EF PA X SOC slope
EF_BL_Mat_var3<-COV[571,571] #Baseline EF MAT variance
EF_BL_Soc_var3<-COV[572,572] #Baseline EF SOC variance
EF_BL_PA_var3<-COV[573,573] #Baseline EF PA variance
EF_BL_MatINT_var3<-COV[574,574] #Baseline EF PA X MAT variance
EF_BL_SocINT_var3<-COV[575,575] #Baseline EF PA X SOC variance
EF_BL_MatINT_cov3<-COV[571,574] #Baseline EF MAT and PA X MAT covariance
EF_BL_SocINT_cov3<-COV[572,575] #Baseline EF SOC and PA X SOC covariance

EF_Delta_Mat_b3<-param[645,7] #Delta EF MAT slope
EF_Delta_Soc_b3<-param[646,7] #Delta EF SOC slope
EF_Delta_PA_b3<-param[647,7] #Delta EF PA slope
EF_Delta_Mat_b3_se<-param[645,8] #Delta EF MAT slope standard error
EF_Delta_Soc_b3_se<-param[646,8] #Delta EF SOC slope standard error
EF_Delta_PA_b3_se<-param[647,8] #Delta EF PA slope standard error
EF_Delta_MatINT_b3<-param[648,7] #Delta EF PA X MAT slope
EF_Delta_SocINT_b3<-param[649,7] #Delta EF PA X SOC slope
EF_Delta_Mat_var3<-COV[576,576] #Delta EF MAT variance
EF_Delta_Soc_var3<-COV[577,577] #Delta EF SOC variance
EF_Delta_PA_var3<-COV[578,578] #Delta EF PA variance
EF_Delta_MatINT_var3<-COV[579,579] #Delta EF PA X MAT variance
EF_Delta_SocINT_var3<-COV[580,580] #Delta EF PA X SOC variance
EF_Delta_MatINT_cov3<-COV[576,579] #Delta EF MAT and PA X MAT covariance
EF_Delta_SocINT_cov3<-COV[577,580] #Delta EF SOC and PA X SOC covariance

Mem_BL_Mat_b3<-param[672,7] #Baseline Memory MAT slope
Mem_BL_Soc_b3<-param[673,7] #Baseline Memory SOC slope
Mem_BL_PA_b3<-param[674,7] #Baseline Memory PA slope
Mem_BL_Mat_b3_se<-param[672,8] #Baseline Memory MAT slope standard error
Mem_BL_Soc_b3_se<-param[673,8] #Baseline Memory SOC slope standard error
Mem_BL_PA_b3_se<-param[674,8] #Baseline Memory PA slope standard error
Mem_BL_MatINT_b3<-param[675,7] #Baseline Memory PA X MAT slope
Mem_BL_SocINT_b3<-param[676,7] #Baseline Memory PA X SOC slope
Mem_BL_Mat_var3<-COV[603,603] #Baseline Memory MAT variance
Mem_BL_Soc_var3<-COV[604,604] #Baseline Memory SOC variance
Mem_BL_PA_var3<-COV[605,605] #Baseline Memory PA variance
Mem_BL_MatINT_var3<-COV[606,606] #Baseline Memory PA X MAT variance
Mem_BL_SocINT_var3<-COV[607,607] #Baseline Memory PA X SOC variance
Mem_BL_MatINT_cov3<-COV[603,606] #Baseline Memory MAT and PA X MAT covariance
Mem_BL_SocINT_cov3<-COV[604,607] #Baseline Memory SOC and PA X SOC covariance

Mem_Delta_Mat_b3<-param[677,7] #Delta Memory MAT slope
Mem_Delta_Soc_b3<-param[678,7] #Delta Memory SOC slope
Mem_Delta_PA_b3<-param[679,7] #Delta Memory PA slope
Mem_Delta_Mat_b3_se<-param[677,8] #Delta Memory MAT slope standard error
Mem_Delta_Soc_b3_se<-param[678,8] #Delta Memory SOC slope standard error
Mem_Delta_PA_b3_se<-param[679,8] #Delta Memory PA slope standard error
Mem_Delta_MatINT_b3<-param[680,7] #Delta Memory PA X MAT slope
Mem_Delta_SocINT_b3<-param[681,7] #Delta Memory PA X SOC slope
Mem_Delta_Mat_var3<-COV[608,608] #Delta Memory MAT variance
Mem_Delta_Soc_var3<-COV[609,609] #Delta Memory SOC variance
Mem_Delta_PA_var3<-COV[610,610] #Delta Memory PA variance
Mem_Delta_MatINT_var3<-COV[611,611] #Delta Memory PA X MAT variance
Mem_Delta_SocINT_var3<-COV[612,612] #Delta Memory PA X SOC variance
Mem_Delta_MatINT_cov3<-COV[608,611] #Delta Memory MAT and PA X MAT covariance
Mem_Delta_SocINT_cov3<-COV[609,612] #Delta Memory SOC and PA X SOC covariance

  #Group 4 (65+ Males)
EF_BL_Mat_b4<-param[924,7] #Baseline EF MAT slope
EF_BL_Soc_b4<-param[925,7] #Baseline EF SOC slope
EF_BL_PA_b4<-param[926,7] #Baseline EF PA slope
EF_BL_Mat_b4_se<-param[924,8] #Baseline EF MAT slope standard error
EF_BL_Soc_b4_se<-param[925,8] #Baseline EF SOC slope standard error
EF_BL_PA_b4_se<-param[926,8] #Baseline EF PA slope standard error
EF_BL_MatINT_b4<-param[927,7] #Baseline EF PA X MAT slope
EF_BL_SocINT_b4<-param[928,7] #Baseline EF PA X SOC slope
EF_BL_Mat_var4<-COV[832,832] #Baseline EF MAT variance
EF_BL_Soc_var4<-COV[833,833] #Baseline EF SOC variance
EF_BL_PA_var4<-COV[834,834] #Baseline EF PA variance
EF_BL_MatINT_var4<-COV[835,835] #Baseline EF PA X MAT variance
EF_BL_SocINT_var4<-COV[836,836] #Baseline EF PA X SOC variance
EF_BL_MatINT_cov4<-COV[832,835] #Baseline EF MAT and PA X MAT covariance
EF_BL_SocINT_cov4<-COV[833,836] #Baseline EF SOC and PA X SOC covariance

EF_Delta_Mat_b4<-param[929,7] #Delta EF MAT slope
EF_Delta_Soc_b4<-param[930,7] #Delta EF SOC slope
EF_Delta_PA_b4<-param[931,7] #Delta EF PA slope
EF_Delta_Mat_b4_se<-param[929,8] #Delta EF MAT slope standard error
EF_Delta_Soc_b4_se<-param[930,8] #Delta EF SOC slope standard error
EF_Delta_PA_b4_se<-param[931,8] #Delta EF PA slope standard error
EF_Delta_MatINT_b4<-param[932,7] #Delta EF PA X MAT slope
EF_Delta_SocINT_b4<-param[933,7] #Delta EF PA X SOC slope
EF_Delta_Mat_var4<-COV[837,837] #Delta EF MAT variance
EF_Delta_Soc_var4<-COV[838,838] #Delta EF SOC variance
EF_Delta_PA_var4<-COV[839,839] #Delta EF PA variance
EF_Delta_MatINT_var4<-COV[840,840] #Delta EF PA X MAT variance
EF_Delta_SocINT_var4<-COV[841,841] #Delta EF PA X SOC variance
EF_Delta_MatINT_cov4<-COV[837,840] #Delta EF MAT and PA X MAT covariance
EF_Delta_SocINT_cov4<-COV[838,841] #Delta EF SOC and PA X SOC covariance

Mem_BL_Mat_b4<-param[956,7] #Baseline Memory MAT slope
Mem_BL_Soc_b4<-param[957,7] #Baseline Memory SOC slope
Mem_BL_PA_b4<-param[958,7] #Baseline Memory PA slope
Mem_BL_Mat_b4_se<-param[956,8] #Baseline Memory MAT slope standard error
Mem_BL_Soc_b4_se<-param[957,8] #Baseline Memory SOC slope standard error
Mem_BL_PA_b4_se<-param[958,8] #Baseline Memory PA slope standard error
Mem_BL_MatINT_b4<-param[959,7] #Baseline Memory PA X MAT slope
Mem_BL_SocINT_b4<-param[960,7] #Baseline Memory PA X SOC slope
Mem_BL_Mat_var4<-COV[864,864] #Baseline Memory MAT variance
Mem_BL_Soc_var4<-COV[865,865] #Baseline Memory SOC variance
Mem_BL_PA_var4<-COV[866,866] #Baseline Memory PA variance
Mem_BL_MatINT_var4<-COV[867,867] #Baseline Memory PA X MAT variance
Mem_BL_SocINT_var4<-COV[868,868] #Baseline Memory PA X SOC variance
Mem_BL_MatINT_cov4<-COV[864,867] #Baseline Memory MAT and PA X MAT covariance
Mem_BL_SocINT_cov4<-COV[865,868] #Baseline Memory SOC and PA X SOC covariance

Mem_Delta_Mat_b4<-param[961,7] #Delta Memory MAT slope
Mem_Delta_Soc_b4<-param[962,7] #Delta Memory SOC slope
Mem_Delta_PA_b4<-param[963,7] #Delta Memory PA slope
Mem_Delta_Mat_b4_se<-param[961,8] #Delta Memory MAT slope standard error
Mem_Delta_Soc_b4_se<-param[962,8] #Delta Memory SOC slope standard error
Mem_Delta_PA_b4_se<-param[963,8] #Delta Memory PA slope standard error
Mem_Delta_MatINT_b4<-param[964,7] #Delta Memory PA X MAT slope
Mem_Delta_SocINT_b4<-param[965,7] #Delta Memory PA X SOC slope
Mem_Delta_Mat_var4<-COV[869,869] #Delta Memory MAT variance
Mem_Delta_Soc_var4<-COV[870,870] #Delta Memory SOC variance
Mem_Delta_PA_var4<-COV[871,871] #Delta Memory PA variance
Mem_Delta_MatINT_var4<-COV[872,872] #Delta Memory PA X MAT variance
Mem_Delta_SocINT_var4<-COV[873,873] #Delta Memory PA X SOC variance
Mem_Delta_MatINT_cov4<-COV[869,872] #Delta Memory MAT and PA X MAT covariance
Mem_Delta_SocINT_cov4<-COV[870,873] #Delta Memory SOC and PA X SOC covariance

Standardized estimates for graphing

sd1<- seq(-2,2,by=.25)

sds<-wide.data3%>%
  mutate(AgeGrp = fct_collapse(factor(Agebin.BL),
                               `45-64` = c("1","2"),
                               `65+` = c("3","4")),
        Sex = factor(SEX_ASK.BL,
                      levels = c("F","M"),
                      labels = c("Female","Male")),
        Age_sex = paste(AgeGrp,Sex)
  ) %>%
  group_by(Age_sex) %>%
  mutate(#CENTER FOLLOWING AT MEDIAN
    Material_deprivation = (MSDYY_MFS.BL - median (MSDYY_MFS.BL, na.rm=TRUE))*10 ,
    Social_deprivation = (MSDYY_SFS.BL - median (MSDYY_SFS.BL, na.rm=TRUE))*10,
    Physical_activity = (PASE_total.BL - median (PASE_total.BL, na.rm=TRUE)) /100
    ) %>%
    summarise(Material_deprivation_sd = sd(Material_deprivation,na.rm=T),
              Social_deprivation_sd = sd(Social_deprivation,na.rm=T),
              Physical_activity_sd = sd(Physical_activity,na.rm=T))

sd2a <- seq(-2,2,by=.25)*as.matrix(sds[sds$Age_sex=="45-64 Male","Physical_activity_sd"])
sd2b <- seq(-2,2,by=.25)*as.matrix(sds[sds$Age_sex=="45-64 Female","Physical_activity_sd"])
sd2c <- seq(-2,2,by=.25)*as.matrix(sds[sds$Age_sex=="65+ Male","Physical_activity_sd"])
sd2d <- seq(-2,2,by=.25)*as.matrix(sds[sds$Age_sex=="65+ Female","Physical_activity_sd"])

sd3a <- seq(-2,2,by=.25)*as.matrix(sds[sds$Age_sex=="45-64 Male","Material_deprivation_sd"])
sd3b <- seq(-2,2,by=.25)*as.matrix(sds[sds$Age_sex=="45-64 Female","Material_deprivation_sd"])
sd3c <- seq(-2,2,by=.25)*as.matrix(sds[sds$Age_sex=="65+ Male","Material_deprivation_sd"])
sd3d <- seq(-2,2,by=.25)*as.matrix(sds[sds$Age_sex=="65+ Female","Material_deprivation_sd"])

sd4a <- seq(-2,2,by=.25)*as.matrix(sds[sds$Age_sex=="45-64 Male","Social_deprivation_sd"])
sd4b <- seq(-2,2,by=.25)*as.matrix(sds[sds$Age_sex=="45-64 Female","Social_deprivation_sd"])
sd4c <- seq(-2,2,by=.25)*as.matrix(sds[sds$Age_sex=="65+ Male","Social_deprivation_sd"])
sd4d <- seq(-2,2,by=.25)*as.matrix(sds[sds$Age_sex=="65+ Female","Social_deprivation_sd"])

7) Main effects graphs

Main effects are presented separately for physical activity, material deprivation, and social deprivation stratified by

7.1) Relationship between PASE score and Memory based on age and biological sex

Baseline Executive Function

PA1<-EF_BL_PA_b5*(sd2a)
UB_PA<-PA1 + EF_BL_PA_b5_se*qnorm(.975)
LB_PA<-PA1 + EF_BL_PA_b5_se*qnorm(0.025)
EF_PA1a<-data.frame(PA1,UB_PA,LB_PA,sd1)
EF_PA1a$Group<-"Males 45-64 years"

PA1<-EF_BL_PA_b6*(sd2b)
UB_PA<-PA1 + EF_BL_PA_b6_se*qnorm(.975)
LB_PA<-PA1 + EF_BL_PA_b6_se*qnorm(0.025)
EF_PA2a<-data.frame(PA1,UB_PA,LB_PA,sd1)
EF_PA2a$Group<-"Females 45-64 years"

PA1<-EF_BL_PA_b7*(sd2c)
UB_PA<-PA1 + EF_BL_PA_b7_se*qnorm(.975)
LB_PA<-PA1 + EF_BL_PA_b7_se*qnorm(0.025)
EF_PA3a<-data.frame(PA1,UB_PA,LB_PA,sd1)
EF_PA3a$Group<-"Males 65+ years"

PA1<-EF_BL_PA_b8*(sd2d)
UB_PA<-PA1 + EF_BL_PA_b8_se*qnorm(.975)
LB_PA<-PA1 + EF_BL_PA_b8_se*qnorm(0.025)
EF_PA4a<-data.frame(PA1,UB_PA,LB_PA,sd1)
EF_PA4a$Group<-"Females 65+ years"

EF_PA <- rbind(EF_PA1a,EF_PA2a,EF_PA3a,EF_PA4a)


ggplot(EF_PA, aes(x= sd1, y = PA1, ymin=LB_PA, ymax=UB_PA, group=Group, colour=Group)) +
  geom_line()+
  theme_bw() + 
  theme(panel.border = element_blank(), panel.grid.major = element_blank(),
                     panel.grid.minor = element_blank(), axis.line = element_line(colour = "black"))+
  xlab('Standardized PASE Scores')+
  ylab('Baseline Executive Function')+
  ggtitle("Association of PASE score with Baseline Executive Function 
based on age and biological sex")

Delta Executive Function

PA2<-EF_Delta_PA_b5*(sd2a)
UB_PA<-PA2 + EF_Delta_PA_b5_se*qnorm(.975)
LB_PA<-PA2 + EF_Delta_PA_b5_se*qnorm(0.025)
EF_PA5a<-data.frame(PA2,UB_PA,LB_PA,sd1)
EF_PA5a$Group<-"Males 45-64 years"

PA2<-EF_Delta_PA_b6*(sd2b)
UB_PA<-PA2 + EF_Delta_PA_b6_se*qnorm(.975)
LB_PA<-PA2 + EF_Delta_PA_b6_se*qnorm(0.025)
EF_PA6a<-data.frame(PA2,UB_PA,LB_PA,sd1)
EF_PA6a$Group<-"Females 45-64 years"

PA2<-EF_Delta_PA_b7*(sd2c)
UB_PA<-PA2 + EF_Delta_PA_b7_se*qnorm(.975)
LB_PA<-PA2 + EF_Delta_PA_b7_se*qnorm(0.025)
EF_PA7a<-data.frame(PA2,UB_PA,LB_PA,sd1)
EF_PA7a$Group<-"Males 65+ years"

PA2<-EF_Delta_PA_b8*(sd2d)
UB_PA<-PA2 + EF_Delta_PA_b8_se*qnorm(.975)
LB_PA<-PA2 + EF_Delta_PA_b8_se*qnorm(0.025)
EF_PA8a<-data.frame(PA2,UB_PA,LB_PA,sd1)
EF_PA8a$Group<-"Females 65+ years"

EF_PA <- rbind(EF_PA5a,EF_PA6a,EF_PA7a,EF_PA8a)
ggplot(EF_PA, aes(x= sd1, y = PA2, ymin=LB_PA, ymax=UB_PA, group=Group, colour=Group)) +
  geom_line()+
  theme_bw() + 
  theme(panel.border = element_blank(), panel.grid.major = element_blank(),
                     panel.grid.minor = element_blank(), axis.line = element_line(colour = "black"))+
  xlab('Standardized PASE Scores')+
  ylab('\u2206 Executive Function')+
  ggtitle("Association of PASE score with \u2206 Executive Function 
based on age and biological sex")

Baseline Memory

PA1<-Mem_BL_PA_b5*(sd2a)
UB_PA<-PA1 + Mem_BL_PA_b5_se*qnorm(.975)
LB_PA<-PA1 + Mem_BL_PA_b5_se*qnorm(0.025)
Mem_PA1a<-data.frame(PA1,UB_PA,LB_PA,sd1)
Mem_PA1a$Group<-"Males 45-64 years"

PA1<-Mem_BL_PA_b6*(sd2b)
UB_PA<-PA1 + Mem_BL_PA_b6_se*qnorm(.975)
LB_PA<-PA1 + Mem_BL_PA_b6_se*qnorm(0.025)
Mem_PA2a<-data.frame(PA1,UB_PA,LB_PA,sd1)
Mem_PA2a$Group<-"Females 45-64 years"

PA1<-Mem_BL_PA_b7*(sd2c)
UB_PA<-PA1 + Mem_BL_PA_b7_se*qnorm(.975)
LB_PA<-PA1 + Mem_BL_PA_b7_se*qnorm(0.025)
Mem_PA3a<-data.frame(PA1,UB_PA,LB_PA,sd1)
Mem_PA3a$Group<-"Males 65+ years"

PA1<-Mem_BL_PA_b8*(sd2d)
UB_PA<-PA1 + Mem_BL_PA_b8_se*qnorm(.975)
LB_PA<-PA1 + Mem_BL_PA_b8_se*qnorm(0.025)
Mem_PA4a<-data.frame(PA1,UB_PA,LB_PA,sd1)
Mem_PA4a$Group<-"Females 65+ years"

Mem_PA <- rbind(Mem_PA1a,Mem_PA2a,Mem_PA3a,Mem_PA4a)


ggplot(Mem_PA, aes(x= sd1, y = PA1, ymin=LB_PA, ymax=UB_PA, group=Group, colour=Group)) +
  geom_line()+
  theme_bw() + 
  theme(panel.border = element_blank(), panel.grid.major = element_blank(),
                     panel.grid.minor = element_blank(), axis.line = element_line(colour = "black"))+
  xlab('Standardized PASE Scores')+
  ylab('Baseline Memory')+
  ggtitle("Association of PASE score with Baseline Memory 
based on age and biological sex")

Delta Memory

PA2<-Mem_Delta_PA_b5*(sd2a)
UB_PA<-PA2 + Mem_Delta_PA_b5_se*qnorm(.975)
LB_PA<-PA2 + Mem_Delta_PA_b5_se*qnorm(0.025)
Mem_PA5a<-data.frame(PA2,UB_PA,LB_PA,sd1)
Mem_PA5a$Group<-"Males 45-64 years"

PA2<-Mem_Delta_PA_b6*(sd2b)
UB_PA<-PA2 + Mem_Delta_PA_b6_se*qnorm(.975)
LB_PA<-PA2 + Mem_Delta_PA_b6_se*qnorm(0.025)
Mem_PA6a<-data.frame(PA2,UB_PA,LB_PA,sd1)
Mem_PA6a$Group<-"Females 45-64 years"

PA2<-Mem_Delta_PA_b7*(sd2c)
UB_PA<-PA2 + Mem_Delta_PA_b7_se*qnorm(.975)
LB_PA<-PA2 + Mem_Delta_PA_b7_se*qnorm(0.025)
Mem_PA7a<-data.frame(PA2,UB_PA,LB_PA,sd1)
Mem_PA7a$Group<-"Males 65+ years"

PA2<-Mem_Delta_PA_b8*(sd2d)
UB_PA<-PA2 + Mem_Delta_PA_b8_se*qnorm(.975)
LB_PA<-PA2 + Mem_Delta_PA_b8_se*qnorm(0.025)
Mem_PA8a<-data.frame(PA2,UB_PA,LB_PA,sd1)
Mem_PA8a$Group<-"Females 65+ years"

Mem_PA <- rbind(Mem_PA5a,Mem_PA6a,Mem_PA7a,Mem_PA8a)
ggplot(Mem_PA, aes(x= sd1, y = PA2, ymin=LB_PA, ymax=UB_PA, group=Group, colour=Group)) +
  geom_line() +
  theme_bw() + 
  theme(panel.border = element_blank(), panel.grid.major = element_blank(),
                     panel.grid.minor = element_blank(), axis.line = element_line(colour = "black")) +
  xlab('Standardized PASE Scores')+
  ylab('\u2206 Memory')+
  ggtitle("Association of PASE score with \u2206 Memory
based on age and biological sex")

7.2) Material Deprivation

Baseline Executive Function

Mat1<-EF_BL_Mat_b5*(sd3a)
UB_Mat<-Mat1 + EF_BL_Mat_b5_se*qnorm(.975)
LB_Mat<-Mat1 + EF_BL_Mat_b5_se*qnorm(0.025)
EF_Mat1a<-data.frame(Mat1,UB_Mat,LB_Mat,sd1)
EF_Mat1a$Group<-"Males 45-64 years"

Mat1<-EF_BL_Mat_b6*(sd3b)
UB_Mat<-Mat1 + EF_BL_Mat_b6_se*qnorm(.975)
LB_Mat<-Mat1 + EF_BL_Mat_b6_se*qnorm(0.025)
EF_Mat2a<-data.frame(Mat1,UB_Mat,LB_Mat,sd1)
EF_Mat2a$Group<-"Females 45-64 years"

Mat1<-EF_BL_Mat_b7*(sd3c)
UB_Mat<-Mat1 + EF_BL_Mat_b7_se*qnorm(.975)
LB_Mat<-Mat1 + EF_BL_Mat_b7_se*qnorm(0.025)
EF_Mat3a<-data.frame(Mat1,UB_Mat,LB_Mat,sd1)
EF_Mat3a$Group<-"Males 65+ years"

Mat1<-EF_BL_Mat_b8*(sd3d)
UB_Mat<-Mat1 + EF_BL_Mat_b8_se*qnorm(.975)
LB_Mat<-Mat1 + EF_BL_Mat_b8_se*qnorm(0.025)
EF_Mat4a<-data.frame(Mat1,UB_Mat,LB_Mat,sd1)
EF_Mat4a$Group<-"Females 65+ years"

EF_Mat <- rbind(EF_Mat1a,EF_Mat2a,EF_Mat3a,EF_Mat4a)


ggplot(EF_Mat, aes(x= sd1, y = Mat1, ymin=LB_Mat, ymax=UB_Mat, group=Group, colour=Group)) +
  geom_line()+
  theme_bw() + 
  theme(panel.border = element_blank(), panel.grid.major = element_blank(),
                     panel.grid.minor = element_blank(), axis.line = element_line(colour = "black")) +
  xlab('Standardized Material Deprivation Scores')+
  ylab('Baseline Executive Function')+
  ggtitle("Association of Material Deprivation with Baseline Executive Function 
based on age and biological sex")

Delta Executive Function

Mat2<-EF_Delta_Mat_b5*(sd3a)
UB_Mat<-Mat2 + EF_Delta_Mat_b5_se*qnorm(.975)
LB_Mat<-Mat2 + EF_Delta_Mat_b5_se*qnorm(0.025)
EF_Mat5a<-data.frame(Mat2,UB_Mat,LB_Mat,sd1)
EF_Mat5a$Group<-"Males 45-64 years"

Mat2<-EF_Delta_Mat_b6*(sd3b)
UB_Mat<-Mat2 + EF_Delta_Mat_b6_se*qnorm(.975)
LB_Mat<-Mat2 + EF_Delta_Mat_b6_se*qnorm(0.025)
EF_Mat6a<-data.frame(Mat2,UB_Mat,LB_Mat,sd1)
EF_Mat6a$Group<-"Females 45-64 years"

Mat2<-EF_Delta_Mat_b7*(sd3c)
UB_Mat<-Mat2 + EF_Delta_Mat_b7_se*qnorm(.975)
LB_Mat<-Mat2 + EF_Delta_Mat_b7_se*qnorm(0.025)
EF_Mat7a<-data.frame(Mat2,UB_Mat,LB_Mat,sd1)
EF_Mat7a$Group<-"Males 65+ years"

Mat2<-EF_Delta_Mat_b8*(sd3d)
UB_Mat<-Mat2 + EF_Delta_Mat_b8_se*qnorm(.975)
LB_Mat<-Mat2 + EF_Delta_Mat_b8_se*qnorm(0.025)
EF_Mat8a<-data.frame(Mat2,UB_Mat,LB_Mat,sd1)
EF_Mat8a$Group<-"Females 65+ years"

EF_Mat <- rbind(EF_Mat5a,EF_Mat6a,EF_Mat7a,EF_Mat8a)
ggplot(EF_Mat, aes(x= sd1, y = Mat2, ymin=LB_Mat, ymax=UB_Mat, group=Group, colour=Group)) +
  geom_line()+
  theme_bw() + 
  theme(panel.border = element_blank(), panel.grid.major = element_blank(),
                     panel.grid.minor = element_blank(), axis.line = element_line(colour = "black")) +
  xlab('Standardized Material Deprivation Scores')+
  ylab('\u2206 Executive Function')+
  ggtitle("Association of Material Deprivation score with \u2206 Executive Function 
based on age and biological sex")

Baseline Memory Function

Mat1<-Mem_BL_Mat_b5*(sd3a)
UB_Mat<-Mat1 + Mem_BL_Mat_b5_se*qnorm(.975)
LB_Mat<-Mat1 + Mem_BL_Mat_b5_se*qnorm(0.025)
Mem_Mat1a<-data.frame(Mat1,UB_Mat,LB_Mat,sd1)
Mem_Mat1a$Group<-"Males 45-64 years"

Mat1<-Mem_BL_Mat_b6*(sd3b)
UB_Mat<-Mat1 + Mem_BL_Mat_b6_se*qnorm(.975)
LB_Mat<-Mat1 + Mem_BL_Mat_b6_se*qnorm(0.025)
Mem_Mat2a<-data.frame(Mat1,UB_Mat,LB_Mat,sd1)
Mem_Mat2a$Group<-"Females 45-64 years"

Mat1<-Mem_BL_Mat_b7*(sd3c)
UB_Mat<-Mat1 + Mem_BL_Mat_b7_se*qnorm(.975)
LB_Mat<-Mat1 + Mem_BL_Mat_b7_se*qnorm(0.025)
Mem_Mat3a<-data.frame(Mat1,UB_Mat,LB_Mat,sd1)
Mem_Mat3a$Group<-"Males 65+ years"

Mat1<-Mem_BL_Mat_b8*(sd3d)
UB_Mat<-Mat1 + Mem_BL_Mat_b8_se*qnorm(.975)
LB_Mat<-Mat1 + Mem_BL_Mat_b8_se*qnorm(0.025)
Mem_Mat4a<-data.frame(Mat1,UB_Mat,LB_Mat,sd1)
Mem_Mat4a$Group<-"Females 65+ years"

Mem_Mat <- rbind(Mem_Mat1a,Mem_Mat2a,Mem_Mat3a,Mem_Mat4a)


ggplot(Mem_Mat, aes(x= sd1, y = Mat1, ymin=LB_Mat, ymax=UB_Mat, group=Group, colour=Group)) +
  geom_line()+
  theme_bw() + 
  theme(panel.border = element_blank(), panel.grid.major = element_blank(),
                     panel.grid.minor = element_blank(), axis.line = element_line(colour = "black")) +
  xlab('Standardized Material Deprivation Scores')+
  ylab('Baseline Memory')+
  ggtitle("Association of Material Deprivation score with Baseline Memory 
based on age and biological sex")

Delta Memory Function

Mat2<-Mem_Delta_Mat_b5*(sd3a)
UB_Mat<-Mat2 + Mem_Delta_Mat_b5_se*qnorm(.975)
LB_Mat<-Mat2 + Mem_Delta_Mat_b5_se*qnorm(0.025)
Mem_Mat5a<-data.frame(Mat2,UB_Mat,LB_Mat,sd1)
Mem_Mat5a$Group<-"Males 45-64 years"

Mat2<-Mem_Delta_Mat_b6*(sd3b)
UB_Mat<-Mat2 + Mem_Delta_Mat_b6_se*qnorm(.975)
LB_Mat<-Mat2 + Mem_Delta_Mat_b6_se*qnorm(0.025)
Mem_Mat6a<-data.frame(Mat2,UB_Mat,LB_Mat,sd1)
Mem_Mat6a$Group<-"Females 45-64 years"

Mat2<-Mem_Delta_Mat_b7*(sd3c)
UB_Mat<-Mat2 + Mem_Delta_Mat_b7_se*qnorm(.975)
LB_Mat<-Mat2 + Mem_Delta_Mat_b7_se*qnorm(0.025)
Mem_Mat7a<-data.frame(Mat2,UB_Mat,LB_Mat,sd1)
Mem_Mat7a$Group<-"Males 65+ yearss"

Mat2<-Mem_Delta_Mat_b8*(sd3d)
UB_Mat<-Mat2 + Mem_Delta_Mat_b8_se*qnorm(.975)
LB_Mat<-Mat2 + Mem_Delta_Mat_b8_se*qnorm(0.025)
Mem_Mat8a<-data.frame(Mat2,UB_Mat,LB_Mat,sd1)
Mem_Mat8a$Group<-"Females 65+ years"

Mem_Mat <- rbind(Mem_Mat5a,Mem_Mat6a,Mem_Mat7a,Mem_Mat8a)
ggplot(Mem_Mat, aes(x= sd1, y = Mat2, ymin=LB_Mat, ymax=UB_Mat, fgroup=Group, colour=Group)) +
  geom_line()+
  theme_bw() + 
  theme(panel.border = element_blank(), panel.grid.major = element_blank(),
                     panel.grid.minor = element_blank(), axis.line = element_line(colour = "black")) +
  xlab('Standardized Material Deprivation Scores')+
  ylab('\u2206 Memory')+
  ggtitle("Association of Material Deprivation Score with \u2206 Memory
based on age and biological sex")

7.3) Social Deprivation

Baseline Executive Function

Soc1<-EF_BL_Soc_b5*(sd4a)
UB_Soc<-Soc1 + EF_BL_Soc_b5_se*qnorm(.975)
LB_Soc<-Soc1 + EF_BL_Soc_b5_se*qnorm(0.025)
EF_Soc1a<-data.frame(Soc1,UB_Soc,LB_Soc,sd1)
EF_Soc1a$Group<-"Males 45-64 years"

Soc1<-EF_BL_Soc_b6*(sd4b)
UB_Soc<-Soc1 + EF_BL_Soc_b6_se*qnorm(.975)
LB_Soc<-Soc1 + EF_BL_Soc_b6_se*qnorm(0.025)
EF_Soc2a<-data.frame(Soc1,UB_Soc,LB_Soc,sd1)
EF_Soc2a$Group<-"Females 45-64 years"

Soc1<-EF_BL_Soc_b7*(sd4c)
UB_Soc<-Soc1 + EF_BL_Soc_b7_se*qnorm(.975)
LB_Soc<-Soc1 + EF_BL_Soc_b7_se*qnorm(0.025)
EF_Soc3a<-data.frame(Soc1,UB_Soc,LB_Soc,sd1)
EF_Soc3a$Group<-"Males 65+ years"

Soc1<-EF_BL_Soc_b8*(sd4d)
UB_Soc<-Soc1 + EF_BL_Soc_b8_se*qnorm(.975)
LB_Soc<-Soc1 + EF_BL_Soc_b8_se*qnorm(0.025)
EF_Soc4a<-data.frame(Soc1,UB_Soc,LB_Soc,sd1)
EF_Soc4a$Group<-"Females 65+ years"

EF_Soc <- rbind(EF_Soc1a,EF_Soc2a,EF_Soc3a,EF_Soc4a)


ggplot(EF_Soc, aes(x= sd1, y = Soc1, ymin=LB_Soc, ymax=UB_Soc, group=Group, colour=Group)) +
  geom_line()+
  theme_bw() + 
  theme(panel.border = element_blank(), panel.grid.major = element_blank(),
                     panel.grid.minor = element_blank(), axis.line = element_line(colour = "black")) +
  xlab('Standardized Social Deprivation Scores')+
  ylab('Baseline Executive Function')+
  ggtitle("Association of Social Deprivation with Baseline Executive Function 
based on age and biological sex")

Delta Executive Function

Soc2<-EF_Delta_Soc_b5*(sd4a)
UB_Soc<-Soc2 + EF_Delta_Soc_b5_se*qnorm(.975)
LB_Soc<-Soc2 + EF_Delta_Soc_b5_se*qnorm(0.025)
EF_Soc5a<-data.frame(Soc2,UB_Soc,LB_Soc,sd1)
EF_Soc5a$Group<-"Males 45-64 years"

Soc2<-EF_Delta_Soc_b6*(sd4b)
UB_Soc<-Soc2 + EF_Delta_Soc_b6_se*qnorm(.975)
LB_Soc<-Soc2 + EF_Delta_Soc_b6_se*qnorm(0.025)
EF_Soc6a<-data.frame(Soc2,UB_Soc,LB_Soc,sd1)
EF_Soc6a$Group<-"Females 45-64 years"

Soc2<-EF_Delta_Soc_b7*(sd4c)
UB_Soc<-Soc2 + EF_Delta_Soc_b7_se*qnorm(.975)
LB_Soc<-Soc2 + EF_Delta_Soc_b7_se*qnorm(0.025)
EF_Soc7a<-data.frame(Soc2,UB_Soc,LB_Soc,sd1)
EF_Soc7a$Group<-"Males 65+ years"

Soc2<-EF_Delta_Soc_b8*(sd4d)
UB_Soc<-Soc2 + EF_Delta_Soc_b8_se*qnorm(.975)
LB_Soc<-Soc2 + EF_Delta_Soc_b8_se*qnorm(0.025)
EF_Soc8a<-data.frame(Soc2,UB_Soc,LB_Soc,sd1)
EF_Soc8a$Group<-"Females 65+ years"

EF_Soc <- rbind(EF_Soc5a,EF_Soc6a,EF_Soc7a,EF_Soc8a)
ggplot(EF_Soc, aes(x= sd1, y = Soc2, ymin=LB_Soc, ymax=UB_Soc, group=Group, colour=Group)) +
  geom_line()+
  theme_bw() + 
  theme(panel.border = element_blank(), panel.grid.major = element_blank(),
                     panel.grid.minor = element_blank(), axis.line = element_line(colour = "black")) +
  xlab('Standardized Social Deprivation Scores')+
  ylab('\u2206 Executive Function')+
  ggtitle("Association of Social Deprivation score with \u2206 Executive Function 
based on age and biological sex")

Baseline Memory Function

Soc1<-Mem_BL_Soc_b5*(sd4a)
UB_Soc<-Soc1 + Mem_BL_Soc_b5_se*qnorm(.975)
LB_Soc<-Soc1 + Mem_BL_Soc_b5_se*qnorm(0.025)
Mem_Soc1a<-data.frame(Soc1,UB_Soc,LB_Soc,sd1)
Mem_Soc1a$Group<-"Males 45-64 years"

Soc1<-Mem_BL_Soc_b6*(sd4b)
UB_Soc<-Soc1 + Mem_BL_Soc_b6_se*qnorm(.975)
LB_Soc<-Soc1 + Mem_BL_Soc_b6_se*qnorm(0.025)
Mem_Soc2a<-data.frame(Soc1,UB_Soc,LB_Soc,sd1)
Mem_Soc2a$Group<-"Females 45-64 years"

Soc1<-Mem_BL_Soc_b7*(sd4c)
UB_Soc<-Soc1 + Mem_BL_Soc_b7_se*qnorm(.975)
LB_Soc<-Soc1 + Mem_BL_Soc_b7_se*qnorm(0.025)
Mem_Soc3a<-data.frame(Soc1,UB_Soc,LB_Soc,sd1)
Mem_Soc3a$Group<-"Males 65+ years"

Soc1<-Mem_BL_Soc_b8*(sd4d)
UB_Soc<-Soc1 + Mem_BL_Soc_b8_se*qnorm(.975)
LB_Soc<-Soc1 + Mem_BL_Soc_b8_se*qnorm(0.025)
Mem_Soc4a<-data.frame(Soc1,UB_Soc,LB_Soc,sd1)
Mem_Soc4a$Group<-"Females 65+ years"

Mem_Soc <- rbind(Mem_Soc1a,Mem_Soc2a,Mem_Soc3a,Mem_Soc4a)


ggplot(Mem_Soc, aes(x= sd1, y = Soc1, ymin=LB_Soc, ymax=UB_Soc, group=Group, colour=Group)) +
  geom_line()+
  theme_bw() + 
  theme(panel.border = element_blank(), panel.grid.major = element_blank(),
                     panel.grid.minor = element_blank(), axis.line = element_line(colour = "black")) +
  xlab('Standardized Social Deprivation Scores')+
  ylab('Baseline Memory')+
  ggtitle("Association of Social Deprivation score with Baseline Memory 
based on age and biological sex")

Delta Memory Function

Soc2<-Mem_Delta_Soc_b5*(sd4a)
UB_Soc<-Soc2 + Mem_Delta_Soc_b5_se*qnorm(.975)
LB_Soc<-Soc2 + Mem_Delta_Soc_b5_se*qnorm(0.025)
Mem_Soc5a<-data.frame(Soc2,UB_Soc,LB_Soc,sd1)
Mem_Soc5a$Group<-"Males 45-64 years"

Soc2<-Mem_Delta_Soc_b6*(sd4b)
UB_Soc<-Soc2 + Mem_Delta_Soc_b6_se*qnorm(.975)
LB_Soc<-Soc2 + Mem_Delta_Soc_b6_se*qnorm(0.025)
Mem_Soc6a<-data.frame(Soc2,UB_Soc,LB_Soc,sd1)
Mem_Soc6a$Group<-"Females 45-64 years"

Soc2<-Mem_Delta_Soc_b7*(sd4c)
UB_Soc<-Soc2 + Mem_Delta_Soc_b7_se*qnorm(.975)
LB_Soc<-Soc2 + Mem_Delta_Soc_b7_se*qnorm(0.025)
Mem_Soc7a<-data.frame(Soc2,UB_Soc,LB_Soc,sd1)
Mem_Soc7a$Group<-"Males 65+ years"

Soc2<-Mem_Delta_Soc_b8*(sd4d)
UB_Soc<-Soc2 + Mem_Delta_Soc_b8_se*qnorm(.975)
LB_Soc<-Soc2 + Mem_Delta_Soc_b8_se*qnorm(0.025)
Mem_Soc8a<-data.frame(Soc2,UB_Soc,LB_Soc,sd1)
Mem_Soc8a$Group<-"Females 65+ years"

Mem_Soc <- rbind(Mem_Soc5a,Mem_Soc6a,Mem_Soc7a,Mem_Soc8a)
ggplot(Mem_Soc, aes(x= sd1, y = Soc2, ymin=LB_Soc, ymax=UB_Soc, group=Group, colour=Group)) +
  geom_line()+
  theme_bw() + 
  theme(panel.border = element_blank(), panel.grid.major = element_blank(),
                     panel.grid.minor = element_blank(), axis.line = element_line(colour = "black")) +
  xlab('Standardized Social Deprivation Scores')+
  ylab('\u2206 Memory')+
  ggtitle("Association of Social Deprivation Score with \u2206 Memory
based on age and biological sex")

8) Simple Slopes Graphs - PASE Score as the Moderator

Simple slopes graphs are presented for significant interaction effects wherein PASE score is treated as the moderator. Briefly, each interaction graph details changes in the association between Material or Social Deprivation with cognitive function as a function of standardized PASE score for each age and sex group.

8.1) Males 45-64 years

Moderating effect of baseline social deprivation on the association between physical activity and baseline executive function.

se1b<-sqrt(EF_BL_Soc_var1 + 2*(sd4a)*EF_BL_SocINT_cov1 + (sd4a^2)*EF_BL_SocINT_var1)

b1b<-EF_BL_PA_b1+EF_BL_SocINT_b1*(sd4a)

UB1b<-b1b + se1b*qnorm(.975)
LB1b<-b1b + se1b*qnorm(0.025)

EF_BL1b<-data.frame(b1b,sd1,UB1b,LB1b)

ggplot(EF_BL1b)+
  geom_ribbon(aes(ymin=LB1b, ymax=UB1b, x=sd1), alpha=.7)+
  geom_line(aes(y=b1b, x=sd1))+
  geom_hline(aes(yintercept=0), lty='dashed')+
  theme_bw() + 
  theme(panel.border = element_blank(), panel.grid.major = element_blank(),
                     panel.grid.minor = element_blank(), axis.line = element_line(colour = "black")) +
  xlab('Standardized Social Deprivation Scores')+
  ylab('Simple Slope for Association of Physical Activity 
with Baseline Executive Function')+
  ggtitle("Physical Activity Predicting 
Executive Function as a Function of 
Social Deprivation (Males 45-64)")

Moderating effect of baseline social deprivation on the association between physical activity and changes in executive function from baseline to follow-up 1.

se1d<-sqrt(EF_Delta_Soc_var1 + 2*(sd4a)*EF_Delta_SocINT_cov1 + (sd4a^2)*EF_Delta_SocINT_var1)

b1d<-EF_Delta_PA_b1+EF_Delta_SocINT_b1*(sd4a)

UB1d<-b1d + se1d*qnorm(.975)
LB1d<-b1d + se1d*qnorm(0.025)

EF_Delta1b<-data.frame(b1d,sd1,UB1d,LB1d)

ggplot(EF_Delta1b)+
  geom_ribbon(aes(ymin=LB1d, ymax=UB1d, x=sd1), alpha=.7)+
  geom_line(aes(y=b1d, x=sd1))+
  geom_hline(aes(yintercept=0), lty='dashed')+
  theme_bw() + 
  theme(panel.border = element_blank(), panel.grid.major = element_blank(),
                     panel.grid.minor = element_blank(), axis.line = element_line(colour = "black")) +
  xlab('Standardized Social Deprivation Scores')+
  ylab('Simple Slope for Association of Physical Activity
with Changes in Executive Function')+
  ggtitle("Physical Activity Predicting Changes in 
Executive Function as a Function of 
Social Deprivation Scores (Males 45-64)")

8.2) Males 65+ years

Moderating effect of baseline social deprivation on the association between physical activity and baseline executive function.

se4b<-sqrt(EF_BL_Soc_var4 + 2*(sd4c)*EF_BL_SocINT_cov4 + (sd4c^2)*EF_BL_SocINT_var4)

b4b<-EF_BL_PA_b4+EF_BL_SocINT_b4*(sd4c)

UB4b<-b4b + se4b*qnorm(.975)
LB4b<-b4b + se4b*qnorm(0.025)

EF_BL4b<-data.frame(b4b,sd1,UB4b,LB4b)

ggplot(EF_BL4b)+
  geom_ribbon(aes(ymin=LB4b, ymax=UB4b, x=sd1), alpha=.7)+
  geom_line(aes(y=b4b, x=sd1))+
  geom_hline(aes(yintercept=0), lty='dashed')+
  theme_bw() + 
  theme(panel.border = element_blank(), panel.grid.major = element_blank(),
                     panel.grid.minor = element_blank(), axis.line = element_line(colour = "black")) +
  xlab('Standardized Social Deprivation Scores')+
  ylab('Simple Slope for Association of Physical Activity 
with Baseline Executive Function')+
  ggtitle("Physical Activity Predicting 
Executive Function as a Function of 
Social Deprivation Scores (Males 65+)")

8.3) Females 45-64 years

Moderating effect of baseline material deprivation on the association between PASE score and changes in memory from baseline to follow-up 1.

se3g<-sqrt(Mem_Delta_Mat_var3 + 2*(sd3b)*Mem_Delta_MatINT_cov3 + (sd3b^2)*Mem_Delta_MatINT_var3)

b3g<-Mem_Delta_PA_b3+Mem_Delta_MatINT_b3*(sd3b)

UB3g<-b3g + se3g*qnorm(.975)
LB3g<-b3g + se3g*qnorm(0.025)

Mem_Delta3a<-data.frame(b3g,sd1,UB3g,LB3g)

ggplot(Mem_Delta3a)+
  geom_ribbon(aes(ymin=LB3g, ymax=UB3g, x=sd1), alpha=.7)+
  geom_line(aes(y=b3g, x=sd1))+
  geom_hline(aes(yintercept=0), lty='dashed') +
  theme_bw() + 
  theme(panel.border = element_blank(), panel.grid.major = element_blank(),
                     panel.grid.minor = element_blank(), axis.line = element_line(colour = "black")) +
  xlab('Standardized Material Deprivation Scores')+
  ylab('Simple Slope for Association of Physical Activity
with Changes in Memory')+
  ggtitle("Physical Activity Predicting Changes in 
Memory as a Function of Material Deprivation Scores (Females 45-64)")

8.4) Females 65+ years

No significant moderating effects of physical activity on the associations of social or material deprivation with cognitive function

9) Simple Slopes Graphs - Material/Social Deprivation as the Moderator

Simple slopes graphs are presented for significant interaction effects wherein Material/Social Deprivation is treated as the moderator. Briefly, each interaction graph details changes in the association between physical activity (PASE Score) with cognitive function as a function of standardized Material or Social Deprivation score for each age and sex group.

9.1) Males 45-64 years

Moderating effect of baseline PASE score on the association between social deprivation and baseline executive function.

se1b<-sqrt(EF_BL_PA_var1 + 2*(sd2a)*EF_BL_SocINT_cov1 + (sd2a^2)*EF_BL_SocINT_var1)

b1b<-EF_BL_Soc_b1+EF_BL_SocINT_b1*(sd2a)

UB1b<-b1b + se1b*qnorm(.975)
LB1b<-b1b + se1b*qnorm(0.025)

EF_BL1b<-data.frame(b1b,sd1,UB1b,LB1b)

ggplot(EF_BL1b)+
  geom_ribbon(aes(ymin=LB1b, ymax=UB1b, x=sd1), alpha=.7)+
  geom_line(aes(y=b1b, x=sd1))+
  geom_hline(aes(yintercept=0), lty='dashed')+
  theme_bw() + 
  theme(panel.border = element_blank(), panel.grid.major = element_blank(),
                     panel.grid.minor = element_blank(), axis.line = element_line(colour = "black")) +
  xlab('Standardized PASE Scores')+
  ylab('Simple Slope for Association of Social Deprivation 
with Baseline Executive Function')+
  ggtitle("Social Deprivation Predicting 
Executive Function as a Function of 
PASE score (Males 45-64)")

Moderating effect of baseline PASE score on the association between social deprivation and changes in executive function from baseline to follow-up 1.

se1d<-sqrt(EF_Delta_Soc_var1 + 2*(sd2a)*EF_Delta_SocINT_cov1 + (sd2a^2)*EF_Delta_SocINT_var1)

b1d<-EF_Delta_Soc_b1+EF_Delta_SocINT_b1*(sd2a)

UB1d<-b1d + se1d*qnorm(.975)
LB1d<-b1d + se1d*qnorm(0.025)

EF_Delta1b<-data.frame(b1d,sd1,UB1d,LB1d)

ggplot(EF_Delta1b)+
  geom_ribbon(aes(ymin=LB1d, ymax=UB1d, x=sd1), alpha=.7)+
  geom_line(aes(y=b1d, x=sd1))+
  geom_hline(aes(yintercept=0), lty='dashed')+
  theme_bw() + 
  theme(panel.border = element_blank(), panel.grid.major = element_blank(),
                     panel.grid.minor = element_blank(), axis.line = element_line(colour = "black")) +
  xlab('Standardized PASE Scores')+
  ylab('Simple Slope for Association of Social Deprivation
with Changes in Executive Function')+
  ggtitle("Social Deprivation Predicting Changes in 
Executive Function as a Function of 
PASE Scores (Males 45-64)")

9.2) Males 65+ years

Moderating effect of baseline PASE score on the association between social deprivation and baseline executive function.

se4b<-sqrt(EF_BL_Soc_var4 + 2*(sd2c)*EF_BL_SocINT_cov4 + (sd2c^2)*EF_BL_SocINT_var4)

b4b<-EF_BL_Soc_b4+EF_BL_SocINT_b4*(sd2c)

UB4b<-b4b + se4b*qnorm(.975)
LB4b<-b4b + se4b*qnorm(0.025)

EF_BL4b<-data.frame(b4b,sd1,UB4b,LB4b)

ggplot(EF_BL4b)+
  geom_ribbon(aes(ymin=LB4b, ymax=UB4b, x=sd1), alpha=.7)+
  geom_line(aes(y=b4b, x=sd1))+
  geom_hline(aes(yintercept=0), lty='dashed')+
  theme_bw() + 
  theme(panel.border = element_blank(), panel.grid.major = element_blank(),
                     panel.grid.minor = element_blank(), axis.line = element_line(colour = "black")) +
  xlab('Standardized PASE Scores')+
  ylab('Simple Slope for Association of Social Deprivation 
with Baseline Executive Function')+
  ggtitle("Social Deprivation Predicting 
Executive Function as a Function of 
PASE Scores (Males 65+)")

9.3) Females 45-64 years

Moderating effect of PASE score on the association between material deprivation and changes in memory from baseline to follow-up 1.

se3g<-sqrt(Mem_Delta_Mat_var3 + 2*(sd2b)*Mem_Delta_MatINT_cov3 + (sd2b^2)*Mem_Delta_MatINT_var3)

b3g<-Mem_Delta_Mat_b3+Mem_Delta_MatINT_b3*(sd2b)

UB3g<-b3g + se3g*qnorm(.975)
LB3g<-b3g + se3g*qnorm(0.025)

Mem_Delta3a<-data.frame(b3g,sd1,UB3g,LB3g)

ggplot(Mem_Delta3a)+
  geom_ribbon(aes(ymin=LB3g, ymax=UB3g, x=sd1), alpha=.7)+
  geom_line(aes(y=b3g, x=sd1))+
  geom_hline(aes(yintercept=0), lty='dashed') +
  theme_bw() + 
  theme(panel.border = element_blank(), panel.grid.major = element_blank(),
                     panel.grid.minor = element_blank(), axis.line = element_line(colour = "black")) +
  xlab('Standardized Material Deprivation Scores')+
  ylab('Simple Slope for Association of Physical Activity
with Changes in Memory')+
  ggtitle("Physical Activity Predicting Changes in 
Memory as a Function of Material Deprivation Scores (Females 45-64)")